{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e956363f",
   "metadata": {},
   "source": [
    "# LeLamp with Gymnasium and Mujoco"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "43663803",
   "metadata": {},
   "source": [
    "## Dependencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1d435ab2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "env: MUJOCO_GL=egl\n"
     ]
    }
   ],
   "source": [
    "%env MUJOCO_GL=egl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0cf1f4eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "import mujoco\n",
    "import numpy as np\n",
    "\n",
    "from gymnasium import utils\n",
    "from gymnasium.envs.mujoco import MujocoEnv\n",
    "from gymnasium.spaces import Box"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1201ac10",
   "metadata": {},
   "outputs": [],
   "source": [
    "from stable_baselines3 import PPO\n",
    "from stable_baselines3.common.env_checker import check_env\n",
    "from stable_baselines3.common.callbacks import EvalCallback, CheckpointCallback, BaseCallback\n",
    "from stable_baselines3.common.monitor import Monitor\n",
    "from gymnasium.wrappers import TimeLimit\n",
    "import time\n",
    "\n",
    "import mediapy as media"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13fe0dbd",
   "metadata": {},
   "source": [
    "## Configurations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "660bcc40",
   "metadata": {},
   "outputs": [],
   "source": [
    "DEFAULT_CAMERA_CONFIG = {\n",
    "    \"trackbodyid\": -1,\n",
    "    \"distance\": 4.0,\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1af1c4c7",
   "metadata": {},
   "source": [
    "## Environment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "d55762bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "MODEL_PATH = \"../models/lelamp/scene.xml\"\n",
    "\n",
    "class LeLampEnv(MujocoEnv, utils.EzPickle):\n",
    "    metadata = {\n",
    "        \"render_modes\": [\n",
    "            \"human\",\n",
    "            \"rgb_array\",\n",
    "            \"depth_array\",\n",
    "            \"rgbd_tuple\"\n",
    "        ],\n",
    "        \"render_fps\": 20,\n",
    "    }\n",
    "\n",
    "    def __init__(\n",
    "            self,\n",
    "            forward_reward_weight=1.0,\n",
    "            jump_reward_weight=1.0,\n",
    "            in_air_reward_weight=1.0,\n",
    "            healthy_reward=1.0,\n",
    "            energy_consumption_weight=1.0,\n",
    "            terminate_when_unhealthy=True,\n",
    "            healthy_z_range=(0.1, 1.0),\n",
    "            reset_noise_scale=1e-2,\n",
    "            **kwargs\n",
    "    ):\n",
    "        # Store reward parameters\n",
    "        self._forward_reward_weight = forward_reward_weight\n",
    "        self._jump_reward_weight = jump_reward_weight\n",
    "        self._in_air_reward_weight = in_air_reward_weight\n",
    "        self._energy_consumption_weight = energy_consumption_weight\n",
    "        self._healthy_reward = healthy_reward\n",
    "        self._terminate_when_unhealthy = terminate_when_unhealthy\n",
    "        self._healthy_z_range = healthy_z_range\n",
    "        self._reset_noise_scale = reset_noise_scale\n",
    "\n",
    "        # Initialize EzPickle\n",
    "        utils.EzPickle.__init__(\n",
    "            self,\n",
    "            forward_reward_weight=forward_reward_weight,\n",
    "            healthy_reward=healthy_reward,\n",
    "            terminate_when_unhealthy=terminate_when_unhealthy,\n",
    "            healthy_z_range=healthy_z_range,\n",
    "            reset_noise_scale=reset_noise_scale,\n",
    "            **kwargs\n",
    "        )\n",
    "\n",
    "        # Init the observation space\n",
    "        obs_size = 5 + 5 + 6\n",
    "        self.observation_space = Box(\n",
    "            low=-np.inf, high=np.inf, shape=(obs_size,), dtype=np.float32\n",
    "        )\n",
    "\n",
    "        # Initialize the Mujoco environment\n",
    "        MujocoEnv.__init__(\n",
    "            self,\n",
    "            MODEL_PATH,\n",
    "            5,\n",
    "            observation_space=self.observation_space,\n",
    "            **kwargs\n",
    "        )\n",
    "\n",
    "        # Store previous COM position for velocity calculation\n",
    "        self._prev_com = None\n",
    "\n",
    "    def _calculate_observation_size(self):\n",
    "        n_joints = self.model.nq - 7\n",
    "        n_vel = self.model.nv - 6\n",
    "        n_sensors = self.model.n_sensor\n",
    "\n",
    "        return n_joints + n_vel + n_sensors\n",
    "\n",
    "    def _get_obs(self):\n",
    "        \"\"\"Get current observation.\"\"\"\n",
    "        # Joint positions (excluding free joint if present)\n",
    "        # You may need to adjust the slicing based on your model\n",
    "        position = self.data.qpos[7:].copy()\n",
    "\n",
    "        # Joint velocities (excluding free joint if present)  \n",
    "        velocities = self.data.qvel[6:].copy()\n",
    "\n",
    "        # Sensor data\n",
    "        sensor_data = self.data.sensordata[:6].copy()\n",
    "\n",
    "        return np.concatenate([position, velocities, sensor_data]).astype(np.float32)\n",
    "    \n",
    "    def reset_model(self):\n",
    "        \"\"\"Reset the model to a random state.\"\"\"\n",
    "        # Add noise to initial positions and velocities\n",
    "        noise_low = -self._reset_noise_scale\n",
    "        noise_high = self._reset_noise_scale\n",
    "        \n",
    "        # Add noise to initial joint positions\n",
    "        qpos = self.init_qpos + self.np_random.uniform(\n",
    "            low=noise_low,\n",
    "            high=noise_high,\n",
    "            size=self.model.nq,\n",
    "        )\n",
    "\n",
    "        # Add noise to initial joint velocities  \n",
    "        qvel = self.np_random.uniform(\n",
    "            low=noise_low,\n",
    "            high=noise_high,\n",
    "            size=self.model.nv,\n",
    "        )\n",
    "\n",
    "        # Set the state\n",
    "        self.set_state(qpos, qvel)\n",
    "\n",
    "        # Reset previous COM tracking\n",
    "        self._prev_com = None\n",
    "\n",
    "        return self._get_obs()\n",
    "    \n",
    "    def step(self, action):\n",
    "        \"\"\"Perform a step in the environment.\"\"\"\n",
    "        #  ------ Forward reward ------\n",
    "        # Get body ID for the lamp\n",
    "        body_id = mujoco.mj_name2id(self.model, mujoco.mjtObj.mjOBJ_BODY, \"dc15_a01_dummy_assy_idle_asm\")\n",
    "\n",
    "        # Store COM\n",
    "        com_before = self.data.subtree_com[body_id].copy()\n",
    "\n",
    "        # Perform the action\n",
    "        self.do_simulation(action, self.frame_skip)\n",
    "\n",
    "        # Get the new COM position\n",
    "        com_after = self.data.subtree_com[body_id].copy()\n",
    "\n",
    "        # Calculate velocity (COM change over time)\n",
    "        velocity = (com_after - com_before) / self.dt\n",
    "        \n",
    "        forward_reward = self._forward_reward_weight * velocity[0]\n",
    "\n",
    "       #  ------ Healthy reward ------\n",
    "        lamp_head_id = mujoco.mj_name2id(\n",
    "            self.model,\n",
    "            mujoco.mjtObj.mjOBJ_BODY,\n",
    "            \"lamp_head\"\n",
    "        )\n",
    "        lamp_head_pos = self.data.xpos[lamp_head_id]\n",
    "\n",
    "        min_z, max_z = self._healthy_z_range\n",
    "        is_healthy = (min_z <= lamp_head_pos[2] <= max_z)\n",
    "        healthy_reward = self._healthy_reward if is_healthy else 0.0\n",
    "\n",
    "        #  ------ Jump Reward ------\n",
    "        body_pos = self.data.xpos[body_id]\n",
    "        body_levitation = body_pos[2] - 0.02\n",
    "        jump_reward = max(0, body_levitation) * self._jump_reward_weight\n",
    "\n",
    "        # ------ Flight Reward ------\n",
    "        is_in_air = self.data.ncon == 0\n",
    "        in_air_reward = self._in_air_reward_weight * is_in_air\n",
    "\n",
    "        # ------ Energy Consumption ------\n",
    "        tau = self.data.actuator_force.copy()\n",
    "        energy_consumption = np.sum(np.square(tau)) * self.dt\n",
    "        energy_reward = -self._energy_consumption_weight * energy_consumption\n",
    "\n",
    "        # Calculate total reward\n",
    "        reward = forward_reward + healthy_reward + jump_reward + in_air_reward + energy_reward\n",
    "\n",
    "        # Check if episode should terminate\n",
    "        terminated = False\n",
    "        if self._terminate_when_unhealthy and not is_healthy:\n",
    "            terminated = True\n",
    "\n",
    "        # Get observation\n",
    "        observation = self._get_obs()\n",
    "\n",
    "        # Render if in human mode\n",
    "        if self.render_mode == \"human\":\n",
    "            self.render()\n",
    "\n",
    "                # Create info dict with metrics\n",
    "        info = {\n",
    "            # Position & velocity\n",
    "            'x_position': com_after[0],\n",
    "            'y_position': com_after[1],\n",
    "            'distance_from_origin': np.linalg.norm(com_after),\n",
    "            'x_velocity': velocity[0],\n",
    "            'y_velocity': velocity[1],\n",
    "            'z_height': body_pos[2],\n",
    "\n",
    "            # Reward components\n",
    "            'forward_reward': forward_reward,\n",
    "            'healthy_reward': healthy_reward,\n",
    "            'jump_reward': jump_reward,\n",
    "            'in_air_reward': in_air_reward,\n",
    "            'energy_penalty': energy_reward,\n",
    "            'total_reward': reward,\n",
    "\n",
    "            # Energy details\n",
    "            'energy_consumption': energy_consumption,\n",
    "            'actuator_torques': tau.copy(),\n",
    "\n",
    "            # State flags\n",
    "            'is_healthy': is_healthy,\n",
    "            'is_in_air': is_in_air\n",
    "        }\n",
    "\n",
    "        # Return (observation, reward, terminated, truncated, info)\n",
    "        return observation, reward, terminated, False, info"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "07c7dad5",
   "metadata": {},
   "source": [
    "## Test Environment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "a98aecfe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([-0.00375568,  0.0012125 ,  0.00511799, -0.00219549, -0.0070742 ,\n",
       "         0.00339591,  0.00913928, -0.00369656, -0.00604676, -0.00701995,\n",
       "         0.0162988 ,  0.03310462,  0.0450488 , -0.00898036, -0.00532504,\n",
       "         0.00478129], dtype=float32),\n",
       " {})"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "env = LeLampEnv(forward_reward_weight=10.0)\n",
    "\n",
    "obs, info = env.reset()\n",
    "\n",
    "obs, info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "c0bc3e93",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "✓ Step successful. Reward: -2.0156\n",
      "  Terminated: False, Truncated: False\n",
      "  Info: {'x_position': np.float64(0.008239513788759898), 'y_position': np.float64(-0.005137557805081651), 'distance_from_origin': np.float64(0.10662327554263651), 'x_velocity': np.float64(-0.020997256930089525), 'y_velocity': np.float64(-0.0180336192922558), 'z_height': np.float64(-0.0001127413154814723), 'forward_reward': np.float64(-0.20997256930089525), 'healthy_reward': 1.0, 'jump_reward': 0.0, 'in_air_reward': 0.0, 'energy_penalty': np.float64(-2.805625), 'total_reward': np.float64(-2.0155975693008954), 'energy_consumption': np.float64(2.805625), 'actuator_torques': array([-3.35,  3.35,  3.35,  3.35,  3.35]), 'is_healthy': np.True_, 'is_in_air': False}\n"
     ]
    }
   ],
   "source": [
    "# Test single step\n",
    "action = env.action_space.sample()\n",
    "obs, reward, terminated, truncated, info = env.step(action)\n",
    "print(f\"✓ Step successful. Reward: {reward:.4f}\")\n",
    "print(f\"  Terminated: {terminated}, Truncated: {truncated}\")\n",
    "print(f\"  Info: {info}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "ef0056f0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Episode ended at step 22\n",
      "Collected 22 frames\n",
      "Total reward: -36.918\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "      <source 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\" type=\"video/mp4\"/>\n",
       "      This browser does not support the video tag.\n",
       "      </video></td></tr></table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import mediapy as media\n",
    "\n",
    "def render_env_video(max_steps=100, fps=20):\n",
    "    \"\"\"Collect frames and show as video in Jupyter.\"\"\"\n",
    "    env = LeLampEnv(render_mode=\"rgb_array\")\n",
    "    obs, info = env.reset()\n",
    "    \n",
    "    frames = []\n",
    "    rewards = []\n",
    "    \n",
    "    # Collect frames\n",
    "    for i in range(max_steps):\n",
    "        action = env.action_space.sample()\n",
    "        obs, reward, terminated, truncated, info = env.step(action)\n",
    "        \n",
    "        # Get frame and store\n",
    "        frame = env.render()\n",
    "        if frame is not None:\n",
    "            frames.append(frame)\n",
    "            rewards.append(reward)\n",
    "        \n",
    "        if terminated or truncated:\n",
    "            print(f\"Episode ended at step {i+1}\")\n",
    "            break\n",
    "    \n",
    "    env.close()\n",
    "    \n",
    "    # Show video using media.show_video\n",
    "    if frames:\n",
    "        print(f\"Collected {len(frames)} frames\")\n",
    "        print(f\"Total reward: {sum(rewards):.3f}\")\n",
    "        media.show_video(frames, fps=fps)\n",
    "    else:\n",
    "        print(\"No frames collected!\")\n",
    "\n",
    "# Just run this in a Jupyter cell:\n",
    "render_env_video()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "271db6e1",
   "metadata": {},
   "source": [
    "# Train with PPO"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "2b4698b3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "✓ Environment validation passed\n"
     ]
    }
   ],
   "source": [
    "# Create environment\n",
    "env = LeLampEnv(\n",
    "    forward_reward_weight=2.5,\n",
    "    healthy_reward=0.8,\n",
    "    energy_consumption_weight=0,\n",
    "    jump_reward_weight=5.0,\n",
    "    in_air_reward_weight=3.0,\n",
    ")\n",
    "env = TimeLimit(env, max_episode_steps=1000)\n",
    "\n",
    "# Check environment is valid\n",
    "check_env(env)\n",
    "print(\"✓ Environment validation passed\")\n",
    "\n",
    "# Wrap environment for monitoring\n",
    "env = Monitor(env, \"./logs/\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "d2267d71",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using cuda device\n",
      "Wrapping the env in a DummyVecEnv.\n"
     ]
    }
   ],
   "source": [
    "# Create model\n",
    "model = PPO(\n",
    "    \"MlpPolicy\",\n",
    "    env,\n",
    "    verbose=1,\n",
    "    tensorboard_log=\"./tensorboard_logs/\",\n",
    "    learning_rate=3e-4,\n",
    "    n_steps=2048,\n",
    "    batch_size=64,\n",
    "    n_epochs=10,\n",
    "    clip_range=0.2,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "77c273f4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set up callbacks\n",
    "eval_env = Monitor(LeLampEnv())\n",
    "eval_callback = EvalCallback(\n",
    "    eval_env,\n",
    "    best_model_save_path=\"./models/\",\n",
    "    log_path=\"./logs/\",\n",
    "    eval_freq=10000,\n",
    "    deterministic=True,\n",
    "    render=False,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "10bd6982",
   "metadata": {},
   "outputs": [],
   "source": [
    "checkpoint_callback = CheckpointCallback(\n",
    "    save_freq=50000,\n",
    "    save_path=\"./checkpoints/\",\n",
    "    name_prefix=\"lelamp_v2_ppo\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "64ae8441",
   "metadata": {},
   "outputs": [],
   "source": [
    "class DebugCallback(BaseCallback):\n",
    "    def __init__(self):\n",
    "        super().__init__()\n",
    "        self.last_print = time.time()\n",
    "    \n",
    "    def _on_step(self) -> bool:\n",
    "        current_time = time.time()\n",
    "        if current_time - self.last_print > 5:  # Print every 5 seconds\n",
    "            print(f\"DEBUG: Timestep {self.num_timesteps}, \"\n",
    "                  f\"Time: {current_time}\")\n",
    "            self.last_print = current_time\n",
    "        return True\n",
    "\n",
    "# Add to your training:\n",
    "debug_callback = DebugCallback()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "6974e304",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Logging to ./tensorboard_logs/PPO_13\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Logging to ./tensorboard_logs/PPO_13\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">DEBUG: Timestep 1, Time: 1754652611.9093683\n",
       "</pre>\n"
      ],
      "text/plain": [
       "DEBUG: Timestep 1, Time: 1754652611.9093683\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">---------------------------------\n",
       "| rollout/           |          |\n",
       "|    ep_len_mean     | 218      |\n",
       "|    ep_rew_mean     | 216      |\n",
       "| time/              |          |\n",
       "|    fps             | 1001     |\n",
       "|    iterations      | 1        |\n",
       "|    time_elapsed    | 2        |\n",
       "|    total_timesteps | 2048     |\n",
       "---------------------------------\n",
       "</pre>\n"
      ],
      "text/plain": [
       "---------------------------------\n",
       "| rollout/           |          |\n",
       "|    ep_len_mean     | 218      |\n",
       "|    ep_rew_mean     | 216      |\n",
       "| time/              |          |\n",
       "|    fps             | 1001     |\n",
       "|    iterations      | 1        |\n",
       "|    time_elapsed    | 2        |\n",
       "|    total_timesteps | 2048     |\n",
       "---------------------------------\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">DEBUG: Timestep 3951, Time: 1754652616.909683\n",
       "</pre>\n"
      ],
      "text/plain": [
       "DEBUG: Timestep 3951, Time: 1754652616.909683\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">----------------------------------------\n",
       "| rollout/                |            |\n",
       "|    ep_len_mean          | 208        |\n",
       "|    ep_rew_mean          | 206        |\n",
       "| time/                   |            |\n",
       "|    fps                  | 793        |\n",
       "|    iterations           | 2          |\n",
       "|    time_elapsed         | 5          |\n",
       "|    total_timesteps      | 4096       |\n",
       "| train/                  |            |\n",
       "|    approx_kl            | 0.00891316 |\n",
       "|    clip_fraction        | 0.086      |\n",
       "|    clip_range           | 0.2        |\n",
       "|    entropy_loss         | -6.63      |\n",
       "|    explained_variance   | 0.233      |\n",
       "|    learning_rate        | 0.0003     |\n",
       "|    loss                 | 66.5       |\n",
       "|    n_updates            | 290        |\n",
       "|    policy_gradient_loss | -0.018     |\n",
       "|    std                  | 0.912      |\n",
       "|    value_loss           | 126        |\n",
       "----------------------------------------\n",
       "</pre>\n"
      ],
      "text/plain": [
       "----------------------------------------\n",
       "| rollout/                |            |\n",
       "|    ep_len_mean          | 208        |\n",
       "|    ep_rew_mean          | 206        |\n",
       "| time/                   |            |\n",
       "|    fps                  | 793        |\n",
       "|    iterations           | 2          |\n",
       "|    time_elapsed         | 5          |\n",
       "|    total_timesteps      | 4096       |\n",
       "| train/                  |            |\n",
       "|    approx_kl            | 0.00891316 |\n",
       "|    clip_fraction        | 0.086      |\n",
       "|    clip_range           | 0.2        |\n",
       "|    entropy_loss         | -6.63      |\n",
       "|    explained_variance   | 0.233      |\n",
       "|    learning_rate        | 0.0003     |\n",
       "|    loss                 | 66.5       |\n",
       "|    n_updates            | 290        |\n",
       "|    policy_gradient_loss | -0.018     |\n",
       "|    std                  | 0.912      |\n",
       "|    value_loss           | 126        |\n",
       "----------------------------------------\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">-----------------------------------------\n",
       "| rollout/                |             |\n",
       "|    ep_len_mean          | 208         |\n",
       "|    ep_rew_mean          | 208         |\n",
       "| time/                   |             |\n",
       "|    fps                  | 737         |\n",
       "|    iterations           | 3           |\n",
       "|    time_elapsed         | 8           |\n",
       "|    total_timesteps      | 6144        |\n",
       "| train/                  |             |\n",
       "|    approx_kl            | 0.010439675 |\n",
       "|    clip_fraction        | 0.105       |\n",
       "|    clip_range           | 0.2         |\n",
       "|    entropy_loss         | -6.62       |\n",
       "|    explained_variance   | 0.292       |\n",
       "|    learning_rate        | 0.0003      |\n",
       "|    loss                 | 68.8        |\n",
       "|    n_updates            | 300         |\n",
       "|    policy_gradient_loss | -0.0204     |\n",
       "|    std                  | 0.913       |\n",
       "|    value_loss           | 169         |\n",
       "-----------------------------------------\n",
       "</pre>\n"
      ],
      "text/plain": [
       "-----------------------------------------\n",
       "| rollout/                |             |\n",
       "|    ep_len_mean          | 208         |\n",
       "|    ep_rew_mean          | 208         |\n",
       "| time/                   |             |\n",
       "|    fps                  | 737         |\n",
       "|    iterations           | 3           |\n",
       "|    time_elapsed         | 8           |\n",
       "|    total_timesteps      | 6144        |\n",
       "| train/                  |             |\n",
       "|    approx_kl            | 0.010439675 |\n",
       "|    clip_fraction        | 0.105       |\n",
       "|    clip_range           | 0.2         |\n",
       "|    entropy_loss         | -6.62       |\n",
       "|    explained_variance   | 0.292       |\n",
       "|    learning_rate        | 0.0003      |\n",
       "|    loss                 | 68.8        |\n",
       "|    n_updates            | 300         |\n",
       "|    policy_gradient_loss | -0.0204     |\n",
       "|    std                  | 0.913       |\n",
       "|    value_loss           | 169         |\n",
       "-----------------------------------------\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">DEBUG: Timestep 6747, Time: 1754652621.9098334\n",
       "</pre>\n"
      ],
      "text/plain": [
       "DEBUG: Timestep 6747, Time: 1754652621.9098334\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">-----------------------------------------\n",
       "| rollout/                |             |\n",
       "|    ep_len_mean          | 236         |\n",
       "|    ep_rew_mean          | 238         |\n",
       "| time/                   |             |\n",
       "|    fps                  | 716         |\n",
       "|    iterations           | 4           |\n",
       "|    time_elapsed         | 11          |\n",
       "|    total_timesteps      | 8192        |\n",
       "| train/                  |             |\n",
       "|    approx_kl            | 0.010414515 |\n",
       "|    clip_fraction        | 0.117       |\n",
       "|    clip_range           | 0.2         |\n",
       "|    entropy_loss         | -6.63       |\n",
       "|    explained_variance   | 0.234       |\n",
       "|    learning_rate        | 0.0003      |\n",
       "|    loss                 | 54.8        |\n",
       "|    n_updates            | 310         |\n",
       "|    policy_gradient_loss | -0.0214     |\n",
       "|    std                  | 0.913       |\n",
       "|    value_loss           | 155         |\n",
       "-----------------------------------------\n",
       "</pre>\n"
      ],
      "text/plain": [
       "-----------------------------------------\n",
       "| rollout/                |             |\n",
       "|    ep_len_mean          | 236         |\n",
       "|    ep_rew_mean          | 238         |\n",
       "| time/                   |             |\n",
       "|    fps                  | 716         |\n",
       "|    iterations           | 4           |\n",
       "|    time_elapsed         | 11          |\n",
       "|    total_timesteps      | 8192        |\n",
       "| train/                  |             |\n",
       "|    approx_kl            | 0.010414515 |\n",
       "|    clip_fraction        | 0.117       |\n",
       "|    clip_range           | 0.2         |\n",
       "|    entropy_loss         | -6.63       |\n",
       "|    explained_variance   | 0.234       |\n",
       "|    learning_rate        | 0.0003      |\n",
       "|    loss                 | 54.8        |\n",
       "|    n_updates            | 310         |\n",
       "|    policy_gradient_loss | -0.0214     |\n",
       "|    std                  | 0.913       |\n",
       "|    value_loss           | 155         |\n",
       "-----------------------------------------\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
      "\u001b[31mKeyboardInterrupt\u001b[39m                         Traceback (most recent call last)",
      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[68]\u001b[39m\u001b[32m, line 2\u001b[39m\n\u001b[32m      1\u001b[39m \u001b[38;5;66;03m# Train the model\u001b[39;00m\n\u001b[32m----> \u001b[39m\u001b[32m2\u001b[39m \u001b[43mmodel\u001b[49m\u001b[43m.\u001b[49m\u001b[43mlearn\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m      3\u001b[39m \u001b[43m    \u001b[49m\u001b[43mtotal_timesteps\u001b[49m\u001b[43m=\u001b[49m\u001b[32;43m200000\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m  \u001b[49m\u001b[38;5;66;43;03m# 1M steps\u001b[39;49;00m\n\u001b[32m      4\u001b[39m \u001b[43m    \u001b[49m\u001b[43mcallback\u001b[49m\u001b[43m=\u001b[49m\u001b[43m[\u001b[49m\u001b[43meval_callback\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcheckpoint_callback\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdebug_callback\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m      5\u001b[39m \u001b[43m    \u001b[49m\u001b[43mprogress_bar\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[32m      6\u001b[39m \u001b[43m)\u001b[49m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/ppo/ppo.py:311\u001b[39m, in \u001b[36mPPO.learn\u001b[39m\u001b[34m(self, total_timesteps, callback, log_interval, tb_log_name, reset_num_timesteps, progress_bar)\u001b[39m\n\u001b[32m    302\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mlearn\u001b[39m(\n\u001b[32m    303\u001b[39m     \u001b[38;5;28mself\u001b[39m: SelfPPO,\n\u001b[32m    304\u001b[39m     total_timesteps: \u001b[38;5;28mint\u001b[39m,\n\u001b[32m   (...)\u001b[39m\u001b[32m    309\u001b[39m     progress_bar: \u001b[38;5;28mbool\u001b[39m = \u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[32m    310\u001b[39m ) -> SelfPPO:\n\u001b[32m--> \u001b[39m\u001b[32m311\u001b[39m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43mlearn\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m    312\u001b[39m \u001b[43m        \u001b[49m\u001b[43mtotal_timesteps\u001b[49m\u001b[43m=\u001b[49m\u001b[43mtotal_timesteps\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    313\u001b[39m \u001b[43m        \u001b[49m\u001b[43mcallback\u001b[49m\u001b[43m=\u001b[49m\u001b[43mcallback\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    314\u001b[39m \u001b[43m        \u001b[49m\u001b[43mlog_interval\u001b[49m\u001b[43m=\u001b[49m\u001b[43mlog_interval\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    315\u001b[39m \u001b[43m        \u001b[49m\u001b[43mtb_log_name\u001b[49m\u001b[43m=\u001b[49m\u001b[43mtb_log_name\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    316\u001b[39m \u001b[43m        \u001b[49m\u001b[43mreset_num_timesteps\u001b[49m\u001b[43m=\u001b[49m\u001b[43mreset_num_timesteps\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    317\u001b[39m \u001b[43m        \u001b[49m\u001b[43mprogress_bar\u001b[49m\u001b[43m=\u001b[49m\u001b[43mprogress_bar\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    318\u001b[39m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/on_policy_algorithm.py:324\u001b[39m, in \u001b[36mOnPolicyAlgorithm.learn\u001b[39m\u001b[34m(self, total_timesteps, callback, log_interval, tb_log_name, reset_num_timesteps, progress_bar)\u001b[39m\n\u001b[32m    321\u001b[39m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mself\u001b[39m.env \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m    323\u001b[39m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28mself\u001b[39m.num_timesteps < total_timesteps:\n\u001b[32m--> \u001b[39m\u001b[32m324\u001b[39m     continue_training = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mcollect_rollouts\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43menv\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcallback\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mrollout_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mn_rollout_steps\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mn_steps\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    326\u001b[39m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m continue_training:\n\u001b[32m    327\u001b[39m         \u001b[38;5;28;01mbreak\u001b[39;00m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/on_policy_algorithm.py:224\u001b[39m, in \u001b[36mOnPolicyAlgorithm.collect_rollouts\u001b[39m\u001b[34m(self, env, callback, rollout_buffer, n_rollout_steps)\u001b[39m\n\u001b[32m    222\u001b[39m \u001b[38;5;66;03m# Give access to local variables\u001b[39;00m\n\u001b[32m    223\u001b[39m callback.update_locals(\u001b[38;5;28mlocals\u001b[39m())\n\u001b[32m--> \u001b[39m\u001b[32m224\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[43mcallback\u001b[49m\u001b[43m.\u001b[49m\u001b[43mon_step\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m:\n\u001b[32m    225\u001b[39m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[32m    227\u001b[39m \u001b[38;5;28mself\u001b[39m._update_info_buffer(infos, dones)\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/callbacks.py:114\u001b[39m, in \u001b[36mBaseCallback.on_step\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m    111\u001b[39m \u001b[38;5;28mself\u001b[39m.n_calls += \u001b[32m1\u001b[39m\n\u001b[32m    112\u001b[39m \u001b[38;5;28mself\u001b[39m.num_timesteps = \u001b[38;5;28mself\u001b[39m.model.num_timesteps\n\u001b[32m--> \u001b[39m\u001b[32m114\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_on_step\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/callbacks.py:223\u001b[39m, in \u001b[36mCallbackList._on_step\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m    220\u001b[39m continue_training = \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[32m    221\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m callback \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m.callbacks:\n\u001b[32m    222\u001b[39m     \u001b[38;5;66;03m# Return False (stop training) if at least one callback returns False\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m223\u001b[39m     continue_training = \u001b[43mcallback\u001b[49m\u001b[43m.\u001b[49m\u001b[43mon_step\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;129;01mand\u001b[39;00m continue_training\n\u001b[32m    224\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m continue_training\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/callbacks.py:114\u001b[39m, in \u001b[36mBaseCallback.on_step\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m    111\u001b[39m \u001b[38;5;28mself\u001b[39m.n_calls += \u001b[32m1\u001b[39m\n\u001b[32m    112\u001b[39m \u001b[38;5;28mself\u001b[39m.num_timesteps = \u001b[38;5;28mself\u001b[39m.model.num_timesteps\n\u001b[32m--> \u001b[39m\u001b[32m114\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_on_step\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/callbacks.py:223\u001b[39m, in \u001b[36mCallbackList._on_step\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m    220\u001b[39m continue_training = \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[32m    221\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m callback \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m.callbacks:\n\u001b[32m    222\u001b[39m     \u001b[38;5;66;03m# Return False (stop training) if at least one callback returns False\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m223\u001b[39m     continue_training = \u001b[43mcallback\u001b[49m\u001b[43m.\u001b[49m\u001b[43mon_step\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;129;01mand\u001b[39;00m continue_training\n\u001b[32m    224\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m continue_training\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/callbacks.py:114\u001b[39m, in \u001b[36mBaseCallback.on_step\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m    111\u001b[39m \u001b[38;5;28mself\u001b[39m.n_calls += \u001b[32m1\u001b[39m\n\u001b[32m    112\u001b[39m \u001b[38;5;28mself\u001b[39m.num_timesteps = \u001b[38;5;28mself\u001b[39m.model.num_timesteps\n\u001b[32m--> \u001b[39m\u001b[32m114\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_on_step\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/callbacks.py:464\u001b[39m, in \u001b[36mEvalCallback._on_step\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m    461\u001b[39m \u001b[38;5;66;03m# Reset success rate buffer\u001b[39;00m\n\u001b[32m    462\u001b[39m \u001b[38;5;28mself\u001b[39m._is_success_buffer = []\n\u001b[32m--> \u001b[39m\u001b[32m464\u001b[39m episode_rewards, episode_lengths = \u001b[43mevaluate_policy\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m    465\u001b[39m \u001b[43m    \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    466\u001b[39m \u001b[43m    \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43meval_env\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    467\u001b[39m \u001b[43m    \u001b[49m\u001b[43mn_eval_episodes\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mn_eval_episodes\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    468\u001b[39m \u001b[43m    \u001b[49m\u001b[43mrender\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mrender\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    469\u001b[39m \u001b[43m    \u001b[49m\u001b[43mdeterministic\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mdeterministic\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    470\u001b[39m \u001b[43m    \u001b[49m\u001b[43mreturn_episode_rewards\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[32m    471\u001b[39m \u001b[43m    \u001b[49m\u001b[43mwarn\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mwarn\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    472\u001b[39m \u001b[43m    \u001b[49m\u001b[43mcallback\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_log_success_callback\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    473\u001b[39m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    475\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.log_path \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m    476\u001b[39m     \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(episode_rewards, \u001b[38;5;28mlist\u001b[39m)\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/evaluation.py:97\u001b[39m, in \u001b[36mevaluate_policy\u001b[39m\u001b[34m(model, env, n_eval_episodes, deterministic, render, callback, reward_threshold, return_episode_rewards, warn)\u001b[39m\n\u001b[32m     90\u001b[39m \u001b[38;5;28;01mwhile\u001b[39;00m (episode_counts < episode_count_targets).any():\n\u001b[32m     91\u001b[39m     actions, states = model.predict(\n\u001b[32m     92\u001b[39m         observations,  \u001b[38;5;66;03m# type: ignore[arg-type]\u001b[39;00m\n\u001b[32m     93\u001b[39m         state=states,\n\u001b[32m     94\u001b[39m         episode_start=episode_starts,\n\u001b[32m     95\u001b[39m         deterministic=deterministic,\n\u001b[32m     96\u001b[39m     )\n\u001b[32m---> \u001b[39m\u001b[32m97\u001b[39m     new_observations, rewards, dones, infos = \u001b[43menv\u001b[49m\u001b[43m.\u001b[49m\u001b[43mstep\u001b[49m\u001b[43m(\u001b[49m\u001b[43mactions\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m     98\u001b[39m     current_rewards += rewards\n\u001b[32m     99\u001b[39m     current_lengths += \u001b[32m1\u001b[39m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/vec_env/base_vec_env.py:222\u001b[39m, in \u001b[36mVecEnv.step\u001b[39m\u001b[34m(self, actions)\u001b[39m\n\u001b[32m    215\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m    216\u001b[39m \u001b[33;03mStep the environments with the given action\u001b[39;00m\n\u001b[32m    217\u001b[39m \n\u001b[32m    218\u001b[39m \u001b[33;03m:param actions: the action\u001b[39;00m\n\u001b[32m    219\u001b[39m \u001b[33;03m:return: observation, reward, done, information\u001b[39;00m\n\u001b[32m    220\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m    221\u001b[39m \u001b[38;5;28mself\u001b[39m.step_async(actions)\n\u001b[32m--> \u001b[39m\u001b[32m222\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mstep_wait\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/vec_env/dummy_vec_env.py:59\u001b[39m, in \u001b[36mDummyVecEnv.step_wait\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m     56\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mstep_wait\u001b[39m(\u001b[38;5;28mself\u001b[39m) -> VecEnvStepReturn:\n\u001b[32m     57\u001b[39m     \u001b[38;5;66;03m# Avoid circular imports\u001b[39;00m\n\u001b[32m     58\u001b[39m     \u001b[38;5;28;01mfor\u001b[39;00m env_idx \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;28mself\u001b[39m.num_envs):\n\u001b[32m---> \u001b[39m\u001b[32m59\u001b[39m         obs, \u001b[38;5;28mself\u001b[39m.buf_rews[env_idx], terminated, truncated, \u001b[38;5;28mself\u001b[39m.buf_infos[env_idx] = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43menvs\u001b[49m\u001b[43m[\u001b[49m\u001b[43menv_idx\u001b[49m\u001b[43m]\u001b[49m\u001b[43m.\u001b[49m\u001b[43mstep\u001b[49m\u001b[43m(\u001b[49m\u001b[43m  \u001b[49m\u001b[38;5;66;43;03m# type: ignore[assignment]\u001b[39;49;00m\n\u001b[32m     60\u001b[39m \u001b[43m            \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mactions\u001b[49m\u001b[43m[\u001b[49m\u001b[43menv_idx\u001b[49m\u001b[43m]\u001b[49m\n\u001b[32m     61\u001b[39m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m     62\u001b[39m         \u001b[38;5;66;03m# convert to SB3 VecEnv api\u001b[39;00m\n\u001b[32m     63\u001b[39m         \u001b[38;5;28mself\u001b[39m.buf_dones[env_idx] = terminated \u001b[38;5;129;01mor\u001b[39;00m truncated\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/monitor.py:94\u001b[39m, in \u001b[36mMonitor.step\u001b[39m\u001b[34m(self, action)\u001b[39m\n\u001b[32m     92\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.needs_reset:\n\u001b[32m     93\u001b[39m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\u001b[33m\"\u001b[39m\u001b[33mTried to step environment that needs reset\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m---> \u001b[39m\u001b[32m94\u001b[39m observation, reward, terminated, truncated, info = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43menv\u001b[49m\u001b[43m.\u001b[49m\u001b[43mstep\u001b[49m\u001b[43m(\u001b[49m\u001b[43maction\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m     95\u001b[39m \u001b[38;5;28mself\u001b[39m.rewards.append(\u001b[38;5;28mfloat\u001b[39m(reward))\n\u001b[32m     96\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m terminated \u001b[38;5;129;01mor\u001b[39;00m truncated:\n",
      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[43]\u001b[39m\u001b[32m, line 124\u001b[39m, in \u001b[36mLeLampEnv.step\u001b[39m\u001b[34m(self, action)\u001b[39m\n\u001b[32m    121\u001b[39m com_before = \u001b[38;5;28mself\u001b[39m.data.subtree_com[body_id].copy()\n\u001b[32m    123\u001b[39m \u001b[38;5;66;03m# Perform the action\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m124\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mdo_simulation\u001b[49m\u001b[43m(\u001b[49m\u001b[43maction\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mframe_skip\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    126\u001b[39m \u001b[38;5;66;03m# Get the new COM position\u001b[39;00m\n\u001b[32m    127\u001b[39m com_after = \u001b[38;5;28mself\u001b[39m.data.subtree_com[body_id].copy()\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/gymnasium/envs/mujoco/mujoco_env.py:199\u001b[39m, in \u001b[36mMujocoEnv.do_simulation\u001b[39m\u001b[34m(self, ctrl, n_frames)\u001b[39m\n\u001b[32m    195\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m np.array(ctrl).shape != (\u001b[38;5;28mself\u001b[39m.model.nu,):\n\u001b[32m    196\u001b[39m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[32m    197\u001b[39m         \u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mAction dimension mismatch. Expected \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m(\u001b[38;5;28mself\u001b[39m.model.nu,)\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m, found \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mnp.array(ctrl).shape\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m\n\u001b[32m    198\u001b[39m     )\n\u001b[32m--> \u001b[39m\u001b[32m199\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_step_mujoco_simulation\u001b[49m\u001b[43m(\u001b[49m\u001b[43mctrl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mn_frames\u001b[49m\u001b[43m)\u001b[49m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/mujoco/lib/python3.11/site-packages/gymnasium/envs/mujoco/mujoco_env.py:147\u001b[39m, in \u001b[36mMujocoEnv._step_mujoco_simulation\u001b[39m\u001b[34m(self, ctrl, n_frames)\u001b[39m\n\u001b[32m    142\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m    143\u001b[39m \u001b[33;03mStep over the MuJoCo simulation.\u001b[39;00m\n\u001b[32m    144\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m    145\u001b[39m \u001b[38;5;28mself\u001b[39m.data.ctrl[:] = ctrl\n\u001b[32m--> \u001b[39m\u001b[32m147\u001b[39m \u001b[43mmujoco\u001b[49m\u001b[43m.\u001b[49m\u001b[43mmj_step\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnstep\u001b[49m\u001b[43m=\u001b[49m\u001b[43mn_frames\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    149\u001b[39m \u001b[38;5;66;03m# As of MuJoCo 2.0, force-related quantities like cacc are not computed\u001b[39;00m\n\u001b[32m    150\u001b[39m \u001b[38;5;66;03m# unless there's a force sensor in the model.\u001b[39;00m\n\u001b[32m    151\u001b[39m \u001b[38;5;66;03m# See https://github.com/openai/gym/issues/1541\u001b[39;00m\n\u001b[32m    152\u001b[39m mujoco.mj_rnePostConstraint(\u001b[38;5;28mself\u001b[39m.model, \u001b[38;5;28mself\u001b[39m.data)\n",
      "\u001b[31mKeyboardInterrupt\u001b[39m: "
     ]
    }
   ],
   "source": [
    "# Train the model\n",
    "model.learn(\n",
    "    total_timesteps=200000,  # 1M steps\n",
    "    callback=[eval_callback, checkpoint_callback, debug_callback],\n",
    "    progress_bar=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "1e9eb131",
   "metadata": {},
   "outputs": [],
   "source": [
    "model.save(\"lelamp_ppo_v4\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65d24769",
   "metadata": {},
   "source": [
    "# Test Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "2be0df70",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/home/binh/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/on_policy_algorithm.py:150:\n",
       "UserWarning: You are trying to run PPO on the GPU, but it is primarily intended to run on the CPU when not using a \n",
       "CNN policy (you are using ActorCriticPolicy which should be a MlpPolicy). See \n",
       "https://github.com/DLR-RM/stable-baselines3/issues/1245 for more info. You can pass `device='cpu'` or `export \n",
       "CUDA_VISIBLE_DEVICES=` to force using the CPU.Note: The model will train, but the GPU utilization will be poor and \n",
       "the training might take longer than on CPU.\n",
       "  warnings.warn(\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/home/binh/miniforge3/envs/mujoco/lib/python3.11/site-packages/stable_baselines3/common/on_policy_algorithm.py:150:\n",
       "UserWarning: You are trying to run PPO on the GPU, but it is primarily intended to run on the CPU when not using a \n",
       "CNN policy (you are using ActorCriticPolicy which should be a MlpPolicy). See \n",
       "https://github.com/DLR-RM/stable-baselines3/issues/1245 for more info. You can pass `device='cpu'` or `export \n",
       "CUDA_VISIBLE_DEVICES=` to force using the CPU.Note: The model will train, but the GPU utilization will be poor and \n",
       "the training might take longer than on CPU.\n",
       "  warnings.warn(\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "    \n",
    "# Load model\n",
    "model = PPO.load(\"lelamp_ppo_v4\")\n",
    "\n",
    "# Create environment\n",
    "env = LeLampEnv(\n",
    "    forward_reward_weight=2.5,\n",
    "    healthy_reward=0.8,\n",
    "    energy_consumption_weight=0.2,\n",
    "    jump_reward_weight=5.0,\n",
    "    in_air_reward_weight=3.0,\n",
    "    render_mode=\"rgb_array\"\n",
    ")\n",
    "env = TimeLimit(env, max_episode_steps=1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "329697c4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Episode 1:\n",
      "ERROR! Session/line number was not unique in database. History logging moved to new session 45\n",
      "  Step 0: reward=0.466, x_pos=0.003\n",
      "  Episode finished: 100 steps, total reward: 146.923\n",
      "\n",
      "Episode 2:\n",
      "  Step 0: reward=0.415, x_pos=0.001\n",
      "  Episode finished: 96 steps, total reward: 146.524\n",
      "\n",
      "Episode 3:\n",
      "  Step 0: reward=0.474, x_pos=-0.007\n",
      "  Step 100: reward=3.096, x_pos=-0.141\n",
      "  Episode finished: 102 steps, total reward: 100.769\n",
      "\n",
      "Episode 4:\n",
      "  Step 0: reward=0.476, x_pos=-0.010\n",
      "  Episode finished: 96 steps, total reward: 155.801\n",
      "\n",
      "Episode 5:\n",
      "  Step 0: reward=0.454, x_pos=-0.001\n",
      "  Step 100: reward=0.546, x_pos=-0.146\n",
      "  Episode finished: 104 steps, total reward: 154.992\n"
     ]
    }
   ],
   "source": [
    "# Test for multiple episodes\n",
    "for episode in range(5):\n",
    "    obs, info = env.reset()\n",
    "    total_reward = 0\n",
    "    steps = 0\n",
    "    \n",
    "    print(f\"\\nEpisode {episode + 1}:\")\n",
    "    \n",
    "    for step in range(1000):  # Max 1000 steps per episode\n",
    "        # Get action from trained policy\n",
    "        action, _state = model.predict(obs, deterministic=True)\n",
    "        \n",
    "        # Step environment\n",
    "        obs, reward, terminated, truncated, info = env.step(action)\n",
    "        total_reward += reward\n",
    "        steps += 1\n",
    "        \n",
    "        # Print progress\n",
    "        if step % 100 == 0:\n",
    "            print(f\"  Step {step}: reward={reward:.3f}, x_pos={info['x_position']:.3f}\")\n",
    "        \n",
    "        if terminated or truncated:\n",
    "            break\n",
    "    \n",
    "    print(f\"  Episode finished: {steps} steps, total reward: {total_reward:.3f}\")\n",
    "\n",
    "env.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "3a5e009c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Testing Episode 1/5\n",
      "  Step 50: reward=0.173, x_pos=-0.072, total_reward=77.373\n",
      "  Episode ended (terminated) after 92 steps\n",
      "  Episode Summary:\n",
      "    Steps: 92\n",
      "    Total Reward: 96.643\n",
      "    Average Reward: 1.050\n",
      "    Final Position: (-0.141, 0.196)\n",
      "  Rendering video for Episode 1...\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "      This browser does not support the video tag.\n",
       "      </video></td></tr></table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Testing Episode 2/5\n",
      "  Step 50: reward=3.064, x_pos=-0.104, total_reward=84.612\n",
      "  Episode ended (terminated) after 96 steps\n",
      "  Episode Summary:\n",
      "    Steps: 96\n",
      "    Total Reward: 153.576\n",
      "    Average Reward: 1.600\n",
      "    Final Position: (-0.044, -0.030)\n",
      "  Rendering video for Episode 2...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table class=\"show_videos\" style=\"border-spacing:0px;\"><tr><td style=\"padding:1px;\"><video controls width=\"480\" height=\"480\" style=\"object-fit:cover;\" loop autoplay muted>\n",
       "      <source 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Z/9CrVhl0zmXeeUMA99MkRkLDdrMdgznAVuQPw0UyNt0M/d1qFf66WvEU+8+zQfrnn85y+O12lpeYKJavYZPiBQ1IK4ppfEK654hsDyun+aNyPeQJ+nll3UCU4iJh6k9KeUbazyLaSgnFB7SjDkSg3dUU4s1A40IDKrSvyYWkDYVgga91YW58id0SsPhBiovOHUffNVrt87zTzCpeNKTQZX5ZFOFX/n/DfjeJJuQvey1wXBoiJy2olTRDdiyt9mQxGjzz8FbcINThmxZvLrdfIh1M1c5Ao8nMEyoZML6AJngBDtK2bH69KkObiw6rjRyS/sLbVgo9lAhk+jPzevNQZjDbiS/DuYSWFoRBySFQaMQRh1r70C7gun4UzWQQBHXZ3WwbZsKX6HCp76axFMqGsspFSQNrWMcQtJLOPQGf68oAs1I9PbSi+ZDKyJ9pzg71ReZWoCOpS1bebwJdT2UufoJhtJpCb3OlG501Rp/I+QYqYnobzZrrWZXtH0SVD3I3jQjUU5eAahCD2VDOMFhOm3WxzpTuFzMQHEfSGh66ggNzwJZPB0oUj02ZHs21XH5E9GY4OP2aJmhkDbbLQB4FHxxeu2aW9m5tssu2FxCjsp30vcLNyzk3rnCzhulFbkFTC7B4556LeQqzOkc3T4CzkCwub8dKJkrTufg8uw7QfndP3JzI3iCC7qeZ0XEUrnKJBIAyOn2Qhr9k1Z3Z1itoN/jlLoExxxazEdIp12K3nLa2eEcWrU47fuIt0/DmSE0P6Zk5fcXLeC13PS7rX1IJVgQwkPkpq1zqpdu8Lo0OeD7P4TbpNr1z8m6oYplD5homP2oeCk32giCvPt90+0CCf7SeIp95fGx/D0rAm+QXXw/GSgDSiV4sURCkegTNzbcO+baAN+Mdg0jys4nq7P0T/sRRFRKobmjJuN7rjQDfiPFpmLmyCA4Wgn8QB/tCU7QdRQa3gYQrDMnl76HG2vagbYm9x8Z2mQp0FbU8XvupwKlT1Es7t9+wc1aUyXvdQHWQPjO92D0zbcNQLF8VUpWQQgCpCVWrxDmXdQ1Anp2YcpIx34un8c7wu/zI7+SpKXjh0UGpNbDE0nd4bix8CYFmuRPIKrkHfcRkoLaFiE/MmhM/8AdFn6bGbY6rqSyljcz0E+EnqD9kmOeqM28HqGJsqoScsMXWgtYQHDVLsxnzKCGxyaq9BWTtDtyD1wnQbHnftM67Qiu+IYFZr8rwqyVmVWuEoydnnlDlfBYZkZ3pdruwDmWRK1+x6hEgJsFgmSYpL1bg/xMFVnELLazjva4ghlgPEZfqsV1dHQodrxRNxKutUS4PMff/85N3qqxUPlcPkIgZDBaPZ975WeqURY87EAnVu7AfnuAeX2J3w3xcB3YCe5S7zVcjBNN6x8+VXMAPtbdisBKMn71UlaHPYAMo8ANwfpDspoAaSZDSarsTVmj9wHbVTdtLpgMMV4qUlVBNBrOeICfjdxguf0XzAupvbz7Pzc/nNdEucHyyHKQBXzdRoupQUS2PnHcEHW/tikUVTFewZgLIDDh5pJ3s7FAvSe7MEOOZexQTiL3dbF+hKiTpmU45zr/XeB+x5aj0Z64bS7+J0uEVlkssbawoAsNghZe3EA0WKZIoLExN6mo3+OyvNcXRBSf2QlAC8vmivRPvTmGYAyDSftREnwSaJnCsJgn3jdBY2FWE+639dOeFrtj+va5ilvRK9DHohCiUv//cBIhxmXX9lLvDHRpoLhqL9dL6lDcN5mglmYrIs2a8dcYoJnvjsDOIsBjIkgUg74daPOd80EV9JpHUAGao+PElbrReGVuDrx4d7aLES3aTIomliDOa/b0sXePuMGwBOCXwTj5fly3jzFxh08xb3sjoKwEt73lEda9Ry+gp6m7Zz935h7xDp2dbAFMI/SNOikSYds/7dJDQoKVBGfWW7V5hSGTIA/0iYn4qgmN4ElZVb4f+VUw1hlvOJxUF0AmvM8FCWXfO/GeME/BN23NQaHyXFIO6m+H4vq1EcQbeFp5lbKXr/6ijnGDtGnPAuPwzOJN1OeJrDyG/m50aZmxCwFvv2WoUtZcfh8dbRlwdvCtwdE8JirYUubblRP4YwSy6srU08UnMM6KSKBs2WSqyxaFls2HtzDtRCdgsWhx3LBwvDHYnB3FLuXtpoTQworxFPW+/aP4aDJ7sqc1OGKFjQ5Wtdy1BVb+92mdFM+9WmbEFB5u6/tLgLfeJWLc6ofJh4NqdBHKbvsnvkVkMUpmYr7U2MK7Y6jwj0VLu99dv94YDDU1JT4tgNQnz0MASP8xMQn8HVn4SPQZ8YrtLRmMH/+OwpcmXHtGxAyrW7KtKh4y03cSg+4GEZYqIeBo1ZRAnliChu6peJptNXYjWo+zr4CyZyKF5jnLYBKJBHH4LflvyVpVG2P+spYEjKtAnlr6IsgdVDs8dYlhQO5yN8OTuyt8TQLBVsBRdDeLI3esfjn6wf05JcB2Ph2O+WJztJaRowZDZTpYC5awlm/lpeH9gXt8YBjPxdjQGoWJCasvURMMSmQ8tMhbufyxJ6U/73/gOz7VebedQbMW2A3nmaWp4T2AaOVeWL3Ettswm55MbtgEfAAc6/ZnOvDI+N00u5KI7+SeI08ikwS46TNQml+VDHZ/5jHHZQmKKO9HsDTk97+yUSi133iKtwrVZJoJfekRwutPk4BUF8qfrfpxCwKy/No5Y50kwlY0iC0StOR6a4ht03h/EVvr/cnuG66dKOVhv+KUY9Hd+2QLId/bfUtDy89pO7CHnBOGDyFhD1IY2Fj2W1uiC1w3Pp8b8HqdYvBH/Z9Lw3doxkqV++5Knm2kiIpJRS+8DYY0T8eh7ZYY17sxhbHpYnAaGNMcPOO/Vr/uxvJwvP7nkojCI0iLLQkayb3ykaviQ44NFYfgDG0dE/LzsSkgrthqQVGSjjHflpyiGLBQYRZQyKYJRAX3f0iFBoIgB6nPWUNgFhKsgfLxYRoWUIdupo9SrfBxw8HzAOrpBmHmmt+zzAyUHDjwdyaaMN6atPQFKw5p1jXO8oNvdofbjiPkMCXNbszEfISAUu11KUJ0edk9yflXqk0eeSYpYrCy4SiYAp9AKy25IuYKE/rMfQiPVuLss5PwD2drq1dy00cVmtk+O7ODOypONpw5gMuTI9z1vvB8rbncsOJbjNEDMmdecqGkHqw39MVEnoEx946I87DjudndbeSHcQjfCzIRZKQ306rG4oRKt6VfeGsNuXkaAvw4MLxVLdpTu1wB9Hs85/ARAvonIygXBu7V1HFV/u2Y3bvuBky87+e62ubQwu7XLUb8tXRCql3i1VLWk8vRXCLJvLniMK951msThLDN+oZvYxfJEbZrbqZ1GXz45uGPe/yGIXszgNF7o1KgKJqZGi9WNhBvG9HullZpwoh6DRnBO+y5KSN0djuscacVc9Wvl4vqah97u3mv3Xxj9FGOlFZrfSb3OF9b5A4NabCW5QHTJUjEUftViWDVBguPQfh3fqM8VW9zW9MgL01zQ8wzLDJDDc3W9iuBq2Pt4tBu+LGYKMiTMlpInzd3K2H896fwJ9iF5jSepqbKjiWvkixd5+pjBOrs46R4zM6C7R9uYyqb4EHxq3Q8ztBv2sFagaJMl4SMjC2B/p3BES0f/tv6k1npm8lmzkFgdp2vOQYNwdD1rc02qLN/HEvPTy8ftUv6JUFoAJXWssrF+EGh5AdUwxwnsgDwqv1s9S4/r2aJfvV/6PF4E6LQwfsFXJ21HkqT1tfmzFKb8LvUIBtwqPImScGxfKRESgE9etWWT7nRHN/XfVZIfQSHbGUVLP7nrJaAex5yRN3HESqK+ykQB0gmRjUBQPTxsa1zcBdlvQnDjpD0nYWSgC9oJ6k1xReKo1Imq5479V75Jk5CecsZc3sVaAU+mrgZ/kOWa0nHG4M01vvSYgRVDsWfY9QJnocTdYLQPDAC5aQEGikLWHN8+g7JLpFKdm6RVODcW9s+Zm03l8cmk7EBVlk61VoBqvoN8kVcZMcugBeokX80XMVsZwM1mlGXTpMeNgYEi2hjFCIiOKoa5WUn3lWNY4IN3XWEDXhxt6RWwbk5HPDZ9QvA9AcfdVylPOiMfhKeFk/1DKefOCbdbon6SZn8DcAnbQBD7oxc/ZYHR6N/py976xiGsDCn0fGULiBVSUv1rAU/h7Ke9ph3C/RG55v4Gb6cUbY4Qglqqc1sSrSZEwzgWj0u2Ohs9sMAgp3JeDa7rViBtyN+2aaIEcYxooTgQyJ1xcEz1lFi+WaLHOrPpdin8YshC0TRVSTTVOQOqTM2v49pIYnQJ6xrlW/5eLbhe8Vm9Fxu8yoJWi6VuM63jVH1rWpGVyNuhA1qcN1qLEZ/sAE163WKbPVLCIuc442N6taOaByCiKjEXIkgeG6iQKe7jTHZS92hfv6yQ7tVnuBLje8NcZT7DU2UY3+Nz15CqprGiYdSSHTVGhjaJJ/sLdvBE/6quceCDWRbTguIY3f5ZGwmgRG9S5zAVFt0rsROtLoRnSfMzJQBteH4AdD95Kur0IxOt6+Y+dF270bloi0aUKqJGze2JkX73afJgDZwNOKl1JoKPTBkqJEzZZsQbKwYA6U36lUhpTH3+NlLZaOyMmqchIUA5CaCRR2Gx9sWJHV6pjrTQu4f1kPwO8BxuK+hANkX9IhRi7phWkPbgFEi6s5nV2YO5xM+s/HiSvdpmWL/kaTWjRDK1EE1loUz2rboDZZjn5VBtqCQwTdMk8LlBuzTwGeX8bVGMbQBDbVHvxxV8MBKAr9pmsEwB/bg8XfFLsz4zfQjm9GwF9bpAqWMhuDglBzBRwLCjsuuMqzN3V+K2pCLELJptf7cZkFVDquyjgL4PEKmtPs767cbJWeT39ifnkn8VS4U0FjZNxMY0KohTjnRmILtVg7c572kqBl20mt0Mxw529n3d69P1Kwruu8w3r6OsZp1K5Tk6yZ1xJUyYA8Ig0i8DbdQZV10/k29M612GoiaTOSoEPB1ok+VsL7Z9Pa+BEoBCqljZQ4mFillZFGmv+WNv6cEog8X8Wn/+yc4ND7+oURT/ZKoYgIcWFyRivK1E9WenmZhfXw6Co/MADbP288qrPoKEB6+2Ecuqi4SwQBB+QXIhFMdIXFlOeIZdWwBNL/x7ThWBKFV9bgnljb6NY8m7O2AlWlIc1uyZK5KV1VlPxJF3e8b12LKrex0+lRVo83HDKadhexoaCvrOPPeMdrWaCUgToOvr0js1Q9I/hagv+lHSoFVqZslepIZzNiJxd7mLcW2iqux1PJ6GeVrcwmwbft6XUz/+ZbaImTbZKLrIF26Gvrw7v49TVeZAODfYsgx28MliJy5SxFX8bJUcL43fUyP/1iuWNxEty/nih2BovOxw0XcTzmh1/X1ih+SMOCXN89JQdgbouGe0nEo6woMb1qSY+iq/Uo5TkbMoxHIdiPt60MSQl14dmqT6v9sDv2+sywYuvRUaKNsHdrn1AyUBRDWCNx9qGQMqLp+UhxkicRb+a2TC3xXj/TOoii+rhYp18/Dz+eWQYv3x6H9q883JL/JYBJgCuQ32TlxxAOM/+4NQ71aw1uZCeKnzZYd/QyReGrjOcs/sbVs0EgFa2qG3e0PBggl8mbg8WAebvPmmGzZ2jv2GDvzOesYk0MusRORubfwOTcX2S1sgwS1y8SRXGZzrmNxX+XUDpW8pgF2gsTKG+Gc2awWbDX8v7Gr8HePBP6HsGVWenr01qd9r38rdAfIYZrZuXggBYK1/WHU70OUeLh+OOSCtO7tM4/yCPzztBNjs4KgUo8FAnuZKremq0PvCE0RR94ZcQI0K5PGII/qEIdcfc7MKGQ7XFOgWB9BtkTHqdmCMP7ZthaSSifmHZEWlY9vtWpKqi84Jjj2XvPF6Q+Kswkrl/xNIsAninUKmtWRWzIxeKrbSPYCHHRm8zuZH12gu/5h9haTtoQznNjXXCm4WO9OdWic/iZz4qz+FE3JVokUPA4b17zP4Yli20nfto9RAXAK+wQO3Cxf6p5xB45NFzoZM3Wz6zoJSAFz+O7YjHLU5kdWUQ2z5i09sOzfFQmZL/fewzGpQyS1zZGgj7LuREu6LF4QUTgCWSQqNAlEf6DY0AEAD+lSbftU0xCt9b10IOAYTU555SadgpWPGhf0gm2JPXTS3t1Uwd2cHFYwRQ9sTTIAaiGbw4MudX8RHhZxsGFPHVtkBl3/6bUmQ5Io5gtYr0Df0I5nK7sZ6PoaHKDdKE3MZcwdLpzxmw9H1At8MlwgchChYmGCCzTRZpTk0VY3zHr1+ZvKUutZp8XizrQ0lKnyBcn2+blkZ27JJkG0DMf4Bm9ZId/AIRdNkiorDp3kxrI2ltqbX+3UkogmYYqjvdSKWAq9Z2WEIe4f123+OwmHsb1qegV6fuzEEcxoSoRgkRkkQFdSEArkDZwlueJbgL7gdZ3fzX+2WnED8/KQQyhcP9IcVb3xviUaK3rqLp4bqxJGhzROu1J8zmfVOMIehO20onnfRzX0jl6Eng4/e7eBQdTFSYWUAfGRXjH/o3yLrN0lrKkTvrORKY5973Ur/yN5dCfzQsiI/Pq9sfuwZFa9PR05ICp0XtRfTLbg/JHGvML5adp8AKzsU/xVboH5sZopE6BcnvQVMy276+B9SeI9LOuYbMSIqOEyScdR9MOnkctmtDzpMLs94WFaSpVrQJ8ZwpB9ZopHFeYcwMeCcXVpKDdd55Jkwjm/FNmq/0JN/cpI9UhTbSL2eaOOsyCPyzA4+Es1/LCV65ziQlTkS3naacNWAqs4NGDhx6Afzo9keoOaoQmPZ/T2/qPnjKO5UX61hZ8uueuAMTQHk8g73b148KZuRHBtSck+/+Vp9J8b91cXkI9xoL0TNMRbFzqGLybeFL5ITJsXC2b3UcXnX2y1we52sFu6p0yIj4DmVR9zf836+FQ9JSfTnjBy9PzpHSO3Uz5OF/WqITFqxG8G2j8KIOPFBcoQMcUP4Urkv7zS96TAyUJB0VCmiPx5+nx8i01ERu7sieveck4P0QMJr2ZoHXNhwKoRLyQKIhDaaBkJjaYxtEUkOva5Mp1GP5FoQeba8KqjP5AShjoFdOYwUl6m8XGlYpJuENgmMxenJDSkRxMNBIzHqMAjxHRm1SLkuy0vUzOwiOxt1GQZ1WJv5Tk8r6BnvSG0bnwex7/WI4GvIPzX4ufatEyiZ2iVfkL+GziBq4zXY+KjJwWHx9O22+LuaolHE+vhOyyrKdFMr6r8k5Q1Pm5aEcMhb9CPhO747ILB4hPZfk1+WOznBsHRbc0NoStFYKfBllDvd05zQSFzo6d7vkJTih4BTjqDzS0yb/lapYPvzkoeLvQD0v6vCfxK7R045tT9EpVACGJ5qmJiaLx6Uu3Y85jhYD1qA7uv3Oh1Or3KExyQdS3b2H03toU5ZLIr6kM76UWElz/bY27Db2xuW+RetVKi6/Fv4qXhu4AULoql9Gt0NKHHZZgr52OjThclUmjefGemSLbLsuPK+ubIDvB8vIFcRXrwtP18SFjqPuf5HTWNojcFVN6HtGn8LtHxMowngeoBEdM9FsWlrFczZcjRjaxh5/zuKu96W4ChaYx+/Rpiw52xGmXILaew9MgAZJUoJYKShopUifyKLOdekKzSBv8dxwiMtbesS6ZywXqHcASSZVEGeiJLAdxP68jLxB2jwPXbulDKqZZjGc799D73nDLzpGSiytEDbKdRTFAEV3mTYIMErbedn9LbjDIOZhhPwNmeEDh3dZHlKJkdJoLV8srPPafn1AiKrOjMsXlHRQJliiDaBJbE/SckiKWi/6DGEJdJFU+K+srco5SelaO1tcyLdT14ziHxNXb0meyoUrVYvLbuQDsN+S5QLc2B6xi4CZvJq2aZnEZLStjmTYaxfavur3HhvSqU/TIJ5cdfM5ls9byVRmEq07BmGswyniLJrr1fT9CylHE3FOOQeSMZXDnk4fk53gPfNiiiO+T9RFZqLDklbqK8yZXYEAK7mOznIqU01iGgye7kkrQJZlZsTpCxwM7F66kgGt+osjlT9N3mpj5veq5iHJi3kM5LGJ0ce5f2qDi+lm39yRZCywS84wNuOcbueaMe9UohgmIcSghdqdBiQB7ZOyByQoMzpKJ7+0IqcQi+czSfnEh5hB2mbRtjx2uc1EXAeR41H1C+V0OzQhNKFcj9TgHSZoU8vs48c0T21vbv7eVKm1yuUKUnLVIqyOA3qQ2ln07uDJN5nLj8B7ezTZh1VeG3ClxmYna8Jqk3ZTqIutuUOCb1Nq4WHRmsk02aM2bm4drblUydu5W8f+qOsCwy1xLiE/RhkN/4zhNUabju1+4qpyYzx45Vr+Q5epHAv4JaJor2fW2GkGV6apXguRx+/l2tRIwtmzoGhWUabKcAPZKoVNJhwzqFoMvMKBlyMA7VMnxbbUcr3bg4wp58mUDT9bs3c/BnI9iXbx0g9xWyXASFf6Tdf3cfubbzcaRANn/b4rlKjnR1E+XM5f3o9HktWQ+s6gNac2bZL2TrUrYubSVunQq7SqYOGzgd7kz+oPmHNukyITuzfgPUylF7LAul3AfhHwJfHJchvYmVYG1DLT2soNrAQtpOPctklJ22YDVa/lt+U0HPyrMuvCiytU9wr/jn+CwpAC+0ayRXx7zG6GjqqVsCYILz9OpJklzz2+2fJoFpQdNQLO/Y7FB6xWHaQFksxKQHhNFXiCS2yXZBZ7KEDAkGM+4foDd77PiRPkL+JpfNQqbno8usNiCF/8y5skh3sWEKowpO9yuTISehAZzMJMiDTSC1OLG4QTkP/8LFkjh1BcRDipu6hzLyQdyPf/ZW2CJj/rTwYJJZWbbr50Qo45VguNQXr/tJwNd5ck94BNj/WzRPAMyYXOQ8Wmf7+Y6TASdDxjcBJjoXw9jDzX6Uu+JoiZ9utVUIbRbFdy+RX1Uh4/eQQe9wty+552v5c4yFhP8IsxKg0p3vaO+8jCsaHi6j6cCQZ0lyDtXAyxwvAOwKNhlRZbAIH7YJ3BnrtdAT0nNGL++Tu4bBdOB1Fb8aizkZTWM2tyhftJCOPXRE09SF3Xe/E3db934ABLRuGQZqII6sP0bHbvc+9AjwFOWXp3gWvSMKb05qANuom3GxfamuX+WCs9leG6U+X60/FpkVsNQGlEZvnJUsUC1KDB2NkQq+y5dEVaTFkMzccBQomKtPFAB/vznfdNQS2nEtIJ50lc+KhsaB8iaG+k1aBL+/9wdBJJosCVWJ1FZuqPnTxQeAYtgqRdRUbqcBNNUh/Z7OxREDmmOlbctAke2V9vPPvfzFNcoVQH0Vs5Fmek6u0r9mUXdqFhCdCzkDOk0vy6/MlXLhj/e5LPfg6Pod00w/8d9yj155GVXxjnj4jqUJfzqSqL2aAzFajv9Bg0SwCb1pV9OrcV6xlx/QBh0vGw5/XeDEUyJk0kAuMF7euNL9WSH1SW45yPpsjTvMQ4jimwFXQR8mNxYw7N4CZLrvURfYJAEyRZAbHS1HtHXqbiszesPlKQpCdcSnC9uSMlTORct10eOQ5quroR+L5nWKz5gECLdd44RSB2e7ZqN5ZRII8+aLB1rGMyCUM7y8xhCrrVtuxkzke3LbqhrS/j8KvmicafpxPVwTmcM9FNMA4iYVln3tg8vB/nkzwdjFo8T8DBko2w9HK53ZY70a3zuccq4RaWTa2vX4TewVOgOIbzd7TqtZZccP0VQfYny3DLPTjLmPnEWfhLa6yuCYD237KjTcx2UYiXBGa7SjDde0E8nlfd4vMceqa9O0pedvGolPP1rp9VFuMaHalices/8EL67Z7nt/3RnO3MsLDdP6008ptZnbCrZpMAIbPbXtBByysTjW7qJuDdSS8k1mXmJFQQEwmIj4hsHxR8rfzyXodBInMFyFfqk8/RzehOQPffTsJKuddoomrs2trqGQDiQ8nPp2UN0BfrTKpnrvkxj2BzjydUWyJotz6Jnx5dFyyNnxeGH+Q9sC5ZI/ELcskwO/Cj1n/INDsJObeUQ0f2n41cRBcDkW4phv0mUXRJb3MEdlUE29SDE8Df/wYXU/E0JuiSue/I09cVrj+wqooh90M0wPQhRESnNpvgzaW2TUgVHmxOa49BMtY8xhpTEB+wrxDDpNdfRWV038oOXcdsY4FsqV82KazFsv2QYwgBqjejXwZSlKw4/L/QG3gzWt2s0mM8uNYZBEiOzv8CdDJlJJ//l+zZ24m1CaUmd25JfybMuuVY6zWbITy/yyCXmRx4UgiURBLjYHXRfIdDLMnII2wNnvTYwhVBrfXQqGkVcABzkF3CMiYVc90dGv6/RYBWiDzCcyGIXLBuWkxdRWgj9z9zP/fK0GYGiqrXXJQ3Txi+M3oWUWN1+AQgTXoOSR/Ulj93RMG4Wc06/1F4ghl4mhhCkh/SnZgqhqmSKTDWAumq/Q5d4VK8XygL4xhiuvWGJ4dPMXf5Enkpr3xa7FrJYIw0Pu2Dg/vgA8fwI3dSernnWW164kWSSjzcBglE/bC3nSxPUhzTENShrCBYBXDwb9gEIzuLYm9JBGdqu+8+NV6I+IlOPrtFCir6+Yi7xi5hLMfaUAp++rjZDJdfw/EY+q1adx8iajMLE1KPk9wal+v/9LuAmuNb9vD4qeyIHymYaiDWOJdx9N6zmV+fal6NRGtm/euqBFqMKgiQD0NZY/MU6Vk6XPrzT+QnYbe0bO1TDlG7/qE/Gp/ojvJySsUjn1X9sSq615fKqBrvcKNmhWpFA2ggVZ/mb5Mq6hqPCLtKwdqCUegcDK1/c9u4Ou9CqpaD98zM+fbYwXCO+kpL1ry0bCaJVIO/L+VSMAN5sOdsDOzWyWoD8YrV7PIF+HIOCXXAEUJPvv/IQ99czmso20ZGvOqBaz6bDtscliV4bDJnK/LN/sRwSKhQ4JpiiYARIngGhXlGwzjnnCEKna0v/G3/aevmVAxoMfHx3M4JxWDROV5g5rnvrNswm6WyjXOfpUTjuEZEWV5grn2p0Y8T6ImJhrRF6jLD4z8nalsEuqeecImtIfjukulOoRjfm+VQbQjrpjBV+rPu9q9DnKue+9Otuh2CiERiHBT2umhpuPF3ilsjiqQy/P/O1150oyAMuFPbva8CeO/UZANIXoJm7QdOMH8zV9+sMH2b8Av3bTG94tPPFf4G3p+bNzKqhIHhaw2fA3OOLTWTsZcqCQjNN+YwF3+CefRI/Qph68IpNQQFCiEJ3THfsH9fd+OGCTiYqxIjDj8GCVZYkfjANu8Fk3jR02wP1XX/KNDok8PTjA6Hk+cHODzq14rIUTkqKRrkgt+ENQGLHGPpK0X2APveJy8RAuUJqeG71NhkIUmqL7zB2utScSs/h/7VcLr140i40gYyCaHUGkygRKJOcbaeRaGUHb+EfAINrnThKpTm1ixjDBxYpFmqqrRsYDmAeKQoD3hbIyisucms1c8Lsiwqstbnd66MC5iOyJhqFPD7cJLOQjO4wDKoOK2GIEBgDkr5n4oFkIoEKrLnSvKhtboi3pqQrSlqU/Hg2ZTET/L2ALmmsa5kAZ3xkeienj1as4jHuIvJHfk4ttME0shhDxCeolJ7ixOekeJQqdMxBO9+mfqtIXMTitJMhbMxbFlB9+R6N1qaTZVWGvVw+Cz1w2Ucm+6ZIY/WkvArRIP////s7tSc/fdGfT/sSq3MUGo4Uyj0/zlHO37GWvOkJhg7qiAuS8nQioTV3+PvjCjtg2/p6AgKSZ0ZvF3XAae03AJ0mzzEhpOH+n9KEB9HGbe5kmBaUPMVD0W2HjMe/CuAlnyiMf41Jta0CUeyfauf4eB373ZeASbSRewvqH/RaS8OtxhRVnTxxWmbnUxH2Jv96h3PK2dM2/fCmbi7rPhq9F02ER8x+1ci4oRfY+sAoBhlFLOa8PeLUjE+403NgMh5qFcfzdg/y3wv5l9X6UfImxVSME8hc+e2/h3Xd/zN82lR52BsfrThlxiH3lmzY75eRwFU3tRs6HuxjEaiUrUlxDFkDcsG/moUuicG2Hph0Yu2CqljbU57g0QRB6v8c6j5pzv6MsUHjRq2dseaaV8Zk+aJs0xGmSp0SNawVDRNNeTYQi5h3D2IQZ7Lwn1SIyz9ep24ZTVsykxgtb4AxMd/2lcZKkf886k5HB46jF0tl5icRhbykckesTWIhv3+OICrSd45P0Vy9XcpsqcqsVkntzO6QhBLTVhvNNf0qDC9YBgpVyEPzwj17IBlqGqAFMRmK1v3sdHfLkabH1qWH59HAJcKutNtuUtIGLV/W52ybi67cV+/KVDc3VW0sdUrAPSet1NMDma1AF9VP8GF0DlUbA1MJFmAAukVNq72oKkBqK6iCzqyqxpV63EqhR31Q/jf/MauP5mwiDryvWP2/XMOJLzoHC4DQK8n2cXOjLLwBGRcbVbzptFpNm+Tqkld8fq7pnaiBKXICBGPxkuv3WcEB+56LwKan7yNLEiRVPFMIoX69ZnZyMtNV+WXPMMMv+BagvKrov2lfrXAmnzIV7fd+16W8w/uJIpK6K/loazZb03MjiQQ6trWwnUGlvRsjU/61nc4hovd8GKbtsEGdsCtdac2+FZKjBZRf78nHYk6imIQc/AwXpZw7yzAnTzpW+NOS0d5C/zVw84ITI89if65Vs4BK9VsLGjQVoFTuNA/RnmhAYJg8k8bqMYCkuFQSLHiHa9ezT/bOquyHed6i6F3X12TgXv15ajcnQawScEIHiYbb2kQhFtYE3jpbi6R1Hq8MlA3/2AuOsN1FUG+FI+BA7eqM0E02TcUjY0/MyqdAq/8lfeabpBG5Qat5Hb3PqEVfjo6aRX2XHj2YeVzD8gf6qpIGobgUVLBNxfJsQ+rqyEuaqxXe4fSFRTSsNVagFPvkGyeCIWcqHCGqsuVB7tfhAz5cDAwt7XLQ9Hgy1x3v+P6Mz/KIdi9FegCnO4PEAAAW9QZohbH/khLwD02AmN8g97tdC4fqw18XTV2jOoQAxJe4kU/zge5nbMWoZBYwuN/nLAat89D662OJYZ2hNbTTL/A+ELp8oc/1mo8MbIH5hHY+Buvqp/YK1SqFLaWJI4dgCrFZLzOq6Xl9NvvIl6ggE4KmJAJUITpdOy65RQP37LjshKUwl3TuYV9SZSEXfUFbdiGVhD00+F7e5pvfLujDNaWv1YJziy4zCwe/2L9nvoQWYHFV7QGfCue/r5eGkKB0sbRXmVUjEMpbwottxEIwAq+ULLNvHDl3LtqNhtGY4604QJro+deiw94uP2Ni6IgKNVF9RiDinFZwhoRxhHAn7f+2hs3fItuMeFVJAZIvY2BxrtKMs6m9ESUfNEF4VU4c4Ke6/VOqVmzaHKykNo3LpiHSfsdLySJjirdjpFcggzPiax/T48ntg3Dw8HnPGYW+J0U+QkEruK9qa2gT+EcuhKx+l4+Kj/OiFTxINH1LuZR7WqUXt4dCBvbXdEqRmf4zr2hDotXTjEsciW6wyVvjUoxXNkkQ910VSEQQ5dZ0JU4rAiNgIWE+kA+j/7KUW5Edu8kGuM4jQhjf9F0qk19UkbIi6eSnivts5RY7Ee6TIXaLzU4JDanEC6w+u/AlyaWMJn1gL5cr7mdRTOL0xn6X6JFenUnFcDl5eUPl1o74gGSh50mcfjIC6Hpz002dPXpATfNfBhpyBACyXyqLsecTXYSqAsqt15RtpgbdU5g54tDvBoHvmaU6j2bBPYuyF1QoE+MRVvLwnEpF2rCN044WB8M1wcFTAo2sOMYrZogwa9QhioAys85jBhUEwFnHTkJQ7D9VkAtf3biIROOWYok2cxjynYTrwFQZE6yp2vzzToPAoOzXkmue3sD9rgY+KAm2qL66ky+WwiC8ZrdLU1CP/tSbbgGKIpdAMDnvZgf+42C5fUXBTpdf/fdbtBc/xajlwM2CuFqgBUGJ8aLl2RCDYSAm5UhRmPiEk+NABMjQqWsfErkqGRIE4BlesapNxjx/kltOdR+Ru8GaBkmpukXZa+XigsMYliqhvY5eDZMmnRxTW6rKrKfhdZ485hx839KIL4YckfrxkyZBbED6A0Kj2lse0Z8MgaFneFt6VPebS4NIOCl0wwxmGO1WpYJlDHJImNfnHovds0OuI2CqIrhTJqaueM78cWD3jgxvuVD1NZeY5OgN0jDPxBfUI4YlF6YOf2nEJe11b8Na8c5ZdqZ792qLPrcRh+qCH5iX5/kHZvlz2dOeXYu+VKYRsG9pv9wKhzovSjBKdScTwZW9pb2DIAVURjtRLhReyw+chfSARrZOd04ruV4uGUjE5FF7Ih+86IBPZ0O73DTVBF5ldMV+LvsC0pOVhMNKvnhu1PEVhvQTMkKAKR4Wz4KNryyPjNiZXKcdT/afw+4GLUgw0RofyES9sR/uUrlbgyWAWDI+g+YjVzHmLUbGI5EbebcpbXcU9BFVv+tMXLxm5yrvaVR+ZvRWXFvDunKraUuWsALH8O0nxxVzsYfweb8plmoW2ptWI8QraUuAuuxYeufisFfqr1rEJWtEq/9x3w93ljJf19ERoAACOyb+qAPrsRh59R4eDzQXCyj6y8Rqcu7hCriFny+k2wfGDwfkLiEG78waI/5q2iZOciu6/XrL3k7nylmbxAGfuI9Zt5UXhMluSTMr2Dh3TBUuN0loUmD7buvix/wrMh+9vVx8/teG5VghEXr1W/xRyOkSJtD30iQi7tz+N/99qhmvnD7LNFWqmLFlkkpQCk0cIDUiN3EsZX/5wjKrCjK0OoJpVH6l3XW7ZFR/G8Q5VpWTgaPVUGrbBo7Q1R9r6zpAXDpet+mYmhcq70HRBddHLr4fXYm8NSvbLdfnhjaV0tkqDragR3GrthG84pumf4/6zWsJfRTvhMjptPZoXIM1z6JCk7dSLnx02S4hBbUBxWgb1tQrxuQ8atWkAAAWnQZpFPCGTKYf/5EAAA3wZk5nEtI5PEtkdj5WJ2rXOZnNOOIqhrGHMyMqs5KIi99MlNXCh5wFXyQCv+jFLIEOoQLnp8Hws5r7xfBxSTjHR+dWBpbofy2Yci1AQw4k1V2cqgHSSYEc1iUXaa3KasiT63HGKuPh1bDuJ/KAnU6MIQo4INqAgrQj4gt/6T3QJM/QE/9nnz3RkNJ/M2W6J8Z1exRDvMIT+NxMps0NJ4MMcSh+9W9EB33JCzMHxs+LWxFhC29XgLSC3XOpdSEZnjQmlUlhth2+aMC9VQb9UuFjpMQFTatDRy+Ajfw99kIvlv3jGNQCYJPHJTgVvivFseuBBD54vFr2qBVoBry20yDNSYsnuWE561TmcZ7/tmfzf01Djr6JUogxonlsWH7Hyt0VicT9RDjJ+A+vfV0tqWDYEBX4gfunrnu6uGFVNVjKaF8+8eOlH5krty/iN43RxsfkGA/Nk0OTIyFOd7tYrJZW7XKThyQkm/leTGerSijWhX6G9NgBco5xYWA06GQkFcGHf1K/OMN8jx2kH8X3fGBGf/Tf0avGHsaVb2+wsckru2SyGCZHR8xMJcIk6YY8MQaQcwJ/qgWCKfGtaAa84C4qB6BaoZkf98QJ9xezd1+vezkaUsKzyOlBbtMSWJeN1+xvIcZOimuOUOmS20h3N9YAu65XtJlfz/DolVjIhiG9GMYlE9hSh6Ww/pl/Woeo8+UNvXPISx+RqqB22Esi5AoPjrjMxA/NiKlRkgEehCjt9YB3xvmfoUc88PlDhVDSQqa1My1d36cEEwEOybLJ9C/dE94GATwa3fEvrDCCxaZlVT36QUVvQnKgpFxYQvVh7AlljsyZo36hJiy3ck8mB3mjzqPrf6lSonEcUXz+VNY/CqAABNNEJ1KgP5yYsc/k5mGvs+z1dhotkXWdePcO11xT93MWkKRrvEUjzFWPqELFbTBoLEQLWulBvEfZlsZ7BroNF936Ltx9CFSaOzIfovwukwtu+O6yMFTBXXFaAxGsW55g08LHOLiVYduxsMpjHnsMeQsspfLabQnkkP6Bk0yJFcHGJlTb9LBfiAVybnjUXS4u/iKrx469/D42Sa0jB557sHwglzbjZeV8Hr0o66U6wy3kX1K+OHALGVwzFhVQZXikiROSfVa5QFX+/2WVg2RKz7j1+IABNZbxGt1kYvPvinsiskCotnYcV95rlYavf7pYlfJ/ffRcdxt1Z4j40BdnDxRmcjonk0hJMO89bL/3Oc8h6fy9p3mVdMn07DMiDAmRpXs9xNoYfxF8UTBJCHx/Vg5iI4xKEGJAh8EovawJOneTei1DY3xHhwGxgMq68Hw49eIMmzROw9yY5HoFL9d69WfkADbGE+Zd39wRYZsNQG+nbVBpWfITij/784Vx6o9Ua6kOoEqUgpYx6K9H/7V/35Xt8BcYZN5KwNemH5glA5PTkbyZexvkNPISBB8sSvBPw99xC184T8pUwtE0BVcgCeesYaW5GtrAEBf8uaR5fQ6Ws9UhEs4JzMg3F4R/Hd2kUzNQBV8pam4J8+gueONN/YI363Dg4pykSFFlNLoTxgbJ/hmssf0kveWaWAfA9YmYhE7FaYaLo/KqcEjb/Zmx+TrDLtMfEvkJCsfb/SUz5DKbJmwpqVT5j3gnJcvYZ/iqiv4pZWJ8w3HpY9Z+S3WDQ0sAq8cgc4Qu1jJGJMmURjeHsZ6wH/FRxED6gC2dKV6HCczVsJTdVORJyrgn6USC1j3eql8wANGgsf1aHAAIbHpYT0huaxbq8DXOjpxYv/yyyvPVbIHBrMJYOZ5CY68L53gzJMCuQryGdpMR9GRiZyhf+xOVk2APk7BQoUE/W3We3UvCu6lTaK+3BjYqJkibwKEOwSihCsjf5/u3Jr569LuMz5ecNRcFXEz815ommVjh9pTMqUZzGhQAABDtBnmNqU9cABFWLMssbZgiVrG2BO39571D/Gauu1GtGNreBkxCHW8Sxjv1lsACjoaa2Os51bxauDoHRmFzlKxDwMJRuxyS4XgOykhVMF/7LCZWjuYHhMUMNhy7OxBGt69MuWjfZHr83i9jto9QwUmROqfs9Z54IEjAepooFl7+HrcHxwv3YYbtpa14nuw2fK2REX0vE60JYETdwTu5EhCTE+KjhmwcMqJ6PICT0TQ5QiwjZMK6jXA1g48DR2ao2z2OcEozDM9zhx81Rpy5oAYI/Qu41iXBddfmfHYXaTZZnDDLxSS8Jz+WZ1P5k3874DV9jHeoTys0JDFNj8UdppXwPIpzInTUMbMDdUu28OcK/sygAtXUm4yzKLoQDmTOP7R5uy0pl1vA+GeDvM/nVeJ5TOFSiMByhisMEFHO81gtvA50x3ANdpPeisoBbz6tF3DfysAv8ro6n+gM+LPKqJgPBnDEm/vk0zRUShYQ8cZqkhTRu3lJRuei3mhUSICOtWFcB+uebmoQWINtvWp7ZGIaTaDwzjqhc2BbKBOZbyNScjHuMM1eYkQJLPE2OSjTiyIMlX7gUwJgtvvmh5Uy94MJwYSxg0+3lk/YRWS+bA/gqVwXyHp42rFO+1JNmLsPiAFiglf+rS+xNC1n9ZBMIDt4VHz5HMKJbGXvCR/oN7/YdIp28yaOzoGf3apP4PalJS35w7NmDgaP9DC8uPcCWxP8NPpdkcxFu+miiks+I6YTjE5+Jp3m/MT/r7aP4NPYq/vfwFJr71yLIpluYTS1iBZDqMZ4/mBki1x1mtKQc+/cmdF4/aMWD89smvKVQQGyuy3L+7lnZ5z+pOoji5DhFtTOXcb4RjqlLTugl1UdQhq5TBEwlUMGt88CcSd087aJ8ubG0+aNOjUvSZNU/lZvuf6EegzWZxE+HgGBe9qDngr7bzFYmJ25qpLIXCxUn8v1yNOw+CwpqWLwC0Gf0oeDA724hXJldzFhVgF7x4mLnMCb/SCoQ+w7cS+fu8Haph7alFIw7DGSlKmwmUCeH+zUA4x5Z1DnJmsRGxw3VPHZOfCorN+Z1uunj60F9cewgCEZpjX5XY0O389lHYJBrziiewSyYUUoZdvu7ucCltsVXT/4ZmoDWOblPINycmDOoYaDPTPH6UcS9cx6dLsN02OGvdWPAbODLZwDVwIDx1XDxzGuLHQcKUydik1CVjtSibBGrzdTpx4Ldz91Qu4s2lGyZNjAyawifoNeHxLnViN77w/c/q69cHkdepC88xHJSLjaHAfREb1okYse7SMljTg/g9DZfxyXWSRbuh/Pc4HRIoTy53sjzddJi5/C9wL2egbWOIWYyLBOL5Tw9WSAyySHJRPyXHP5XjEzC4Y1/d53rubKZPs4HSDbGNaPhjDI6v74GQ2qOupyFRMZXIm6SfJlerPQLx+M+VOomWsu7AesAAANZAZ6CdEn/AAGgzy1UYzLE7eCI8dNJ2FP8f135ZCWX+dA9F5vFQj0vU8EsX2YPgRJQ+42venxSaPOgSuFwy4p9tAiGDCY9B17du/ljVE4r1jIa31YwJzbGf8sg2zC0OVLZf1d9FnIFArGYNv97PpeRS8ZfsVNOJj6/W/XbC6axEJXDCh513CwMsjP8j8jHDlrAiA0FnbRa11aPLlFZRoD4MGs0PLQLlcHQ85MvLPoOO/RH7R7xC/tRxq0aSfVQq+aAhkK3k3BjpTvM3ntIWqo8VlcXLWRJuHIm3HiiwsC2Syqivby9py1PH5Hak75scl0K73VcnSvqAj/bkTeulx9zcf5oISYPSyb6w8yZZP/l/w6G2KggMwrb05SQ/eXWlxR7TKMHnKcyxuAKkf6hACV527VAgks5MK1SE3RBBDE8XfbhOdnTNKk5CTc1c3JT8Av0VXCRDYAFqgZth+iqln7RP+zS7qv0hHQjsdQEwWnNO+XJUvvKrhID+UC3ZXmX4xhWggOy86xx3T9XWEF2/yZYze2XSHD1xCKCaYxngb3ZLZ+jzciQqhWmU/QR540DTGE5Q/GjyH2JOJ5R/PsmI1mfcHNxhkkjYsSr5X+CbeY6z1GLSz3gzmVqd/RZp0Zxq5cs8vwyq5hp1Htgs7agFdKJi47EnpXvkXjpWrX6BXhMK6fQhZEnjFhjJOVF1tguA8yMThm8K0kI60UTS9zIoYxxZfKARdAGFl0vRW+MY2t5MZKtyu94eNbDQ21YGDO/0PKO2NkXocXznirJ8I9KNtttqXjO0Q6vscKOJkKqAqKIuboSRv8/8Fw5uvbq5kVyp90B4WenfnGIEKiAItH5qO8mUy756nGq1l9UvbqiG3UJf9Th+BstL2gMxAIG5Vupu8C10C5Fjz5xOlAWFe9psvbOmRctHx5tlvoakLM1QSViDP5fggLYQDqb3MpBzdFoiM7ZcOqaFpgF7GEVYMTHHCuvb1cCZCqvP7kdRbChJqvBmM/n6cmwaGFUTsxQy0HBvcDoWnxGBWPzM6cdnMadJqsQRKqQnTdQ5K94MTKVNXGoQ2/UbiZmw7NIkn4ZgTOj9g6f8iIOiB//8UN/NCGwm0ZLl/BvQ5Cabn/lYmIdBd4iISpPM9jeKPaPmfEAAALpAZ6Eakn/AAGitYG6LQ1kAN3yQOVlEElWf3MoYBFZfvDhYpDrr9vUPJCEl8OC9aXPMOX+hFk+V4W9avfACXcJdUDbyhn7TY4qxQkfUzlQNGV5QdJQzXzpDt4/qKWQ+HRv9JXjd6u7abfXT0kVOlLht/3BiOR77tP3yrm72hZuqgmTNkeX4JS3d/Rmtw1QDdtwCvCiCY92r/4ryh+l30GDCvqoV/xGovB79yUOHWeFNBB6r5Y+yTXBa0getruDwKftyxOwZ307+OjyxvLwaQBxwmgsxvSGFfVi98pmyIVKbyQSjt1/ARzBFlPH6v10R+pNEKJFP/biFp5DGGLePzR0+oQ8G360brhB1Fvj4b83sM3klNnWlb/SlJ7Wn8GJlQOUc9UxSOpKWY4LThEkugXpUvIQ+AfqNMmTTIsX4VvOe75C5TVrETh6pOLT+dFuR+pyBPNnEC4prZk3rOdhmxsfNDuuReq2v43QYlGAzwe14ikBA90jhCFX9JHTnDevXyde/jKimetmfcihRVOID+tPbhPwDjfsPOGAjlA8Wp8e169mt6jkOmeOnxtMloF6aBEFKWVrULKYWn1kRpEGdB1P97UlJbX9PzYr4XKwZi4xIwZHjMmcNHVYAkRXOA8jE8PghDKdnP/bspCtM3eqsUtthZSPC2+dScYu1JY9CHNSxvxl4SFq17DWrcRMcqH8TuJJQigz8cDpWmgLW5kELJuv+ZfvNrxDNEQiZPpaF2vlDKjfxMVkM/vzqnW/hRwpurll3kqa7jFxnfGrxlgkoxYFz/PPqcEGxlE4vuCPm01yRwDP55+tOreSf3WUnIY/s1NWUtyy1dkxKuv5DRNuZ+ps+Hseks5UAeVxtJmjpcSB631yKOBraDsPCi2owpj7PYjjBcygrro0l1xZyZcWoryjJ3LaiH0Z9eyKfgLkFIEZflm5IQT0ekXfjm32Xv8/ae9LqAhXKF/dtVd1cFzXJNNGojanQ8me/ZYIuQAABOhBmolJqEFomUwP/+RAAAOJc5rpjGrdjuC+AfE5BQ+wX1zPBR9Xoc/FTg5p9x8lMQhxLKDugzjSIsBkQQBtuzmloUFvk3l6VNICX/D3RVUmQ+DHMyrwlYkjydWR1EyBE0kCQPF9EPtyvnLRPfqdeQvmjjspbFlZESqtTYTerw2kUl9t0EbvU63m4oBGR1aHmQZRA4dYwU/b8soc7N+Fpl4Gx7S/PJx8cRQuU+8sh5rtUmBSKs4kjn6mlXtNm2K37H3UK5dmae35aoAMb9WcYBU5p9P4DoDZjSDZzzRoV+H1e1l+2PaVkHPgUHmXCS0F2ahQkQo16bSgqnmvDW/BmfnsjsNi1bO37XQvjt8ayuLAc2oPNvc7OqnVHOSCD3urpedLX4aG9v+qh57KUNn0j8Uv7EfxcKjt6K6rpPgFvZPvuodAD1Ua1RlO/o+0QJ19mUdB1u4Acynb4vkLPrVk5tXfczjUKUaQQQCHkLl2nVVPpMRC4H0jsBIhmzWeLyiebxEUZalDhn8LfX9MjHQT8aix1bpuSKVV1+UQLPekxBpeKTCpO64z6sbXPejZ49rxNQd+6gQ8RHB9ECEcUr7jnzzHeW0JeUQOGSoHSEooFuq9KhBD1Z/5AY0v7aF9nxwQngdWoS+ik8DJP57McuV2G5iV55SvkK0DF9bybSgRYGokfFk7cIDVzANBu4bgAIeVaAA8GuTz4Y+BdMRl2Xa/WF/jKpnjSj4Wo6JCB1jG4t5rjGDkM4AxObOn6SWLJ//I7kgS1f8FJA7NnvdCPAq/x2Bwtrvfd3cCZ2ECgttaNe2nmQPFN/whgCu+UpwaC5CpxchCftRAMGpEGwADc2RLn4lcIy1A6mryCAKdVL5xCvvF2lZ6AgWYfip5qn3opn7A5EsfM0C2S4xS8d8fqz0xHijUGVL8RVpOdTDp11HoQDJI8ly/0QkiBDIH+BX8eSqI3zvrrTYgNk1+InxOhxzbfsFyT5zCKyG0l5FjagKEOnepxlfl0PCP/NKUOC4fLAv5dUB75AGD1dY+z35dO7yFScSbvJ4S8YTxZRQEvBTjl1CliOgH95VQ0/0WbiCFMyzUSivwPlQNIH+lNv4EhbXcpvf7g6Ne+DlRx3x+JIvY0v3Fh0U5I46skVw7C/yFtwz8QSe0z1W2E8mcyPVNGvZIhrxyZrvVfekrWpA4HeRp4Wgi6rOMgJRlZzSdaVlSSHQqnjGvoZAZ7a0Uj1lZrcw2+wEPSqVEYs1idm8kRdbzInY1qxygw6w5LvttQNwyYL1U1BfjrQkeH9Wtkn2e8EsyB+HmEi61rjxrAIc/3XVDqM8aRkYIWySMQPF31Qz7AaX1kljElk79Xr1b2GKsHoEUhKV/Ljdf+FGgSlzDvjuhj5tjxSH/zOD/J5eBH6Srw0XBKF2PUtnVesJNMxgJPfgOAqykmXyqRKmWaNkDLZpd6iF3Mvsoocdq3Zx96YesHW4ZF9hszdbRFvPRCjXNOPhDPvkX4TusE+TZg7wphl9B8w9bJtkn0nHRakEj/nT0WcE/7Rkdi0025ByqXZVYGDVBPsUv7MU+ggFwjwBSo65F03YT7XoFn+Ah7MTsQyNKGxV2HuqUNyD71MGJ9G6W+v1pbtFdoGzUvdlx69JYvmkGy2R9IUgDrLJkMSf5979yrl1cfnCILz1j+bK5mQAAA5NBnqdFES1/AARZUWtiom/dgTo9UYC7kFWSk2OPyvZqseryGAqngnoE5cidzLlLy70t+gJAlwhtcESxg05fb84lWJP+DC5lePYuiT9SLl0AOb25Tk3JHKR2kD1xHNYwbFf0OmKz/MQe3u5r1ih+X27EFQzmXmRroMlNZ0B1rw611PDOi3lkwSEr59QFq1NT1+laUPeCjWWLb0/6au/cjPhmljYKAwH5fxGVxpTziwEkbSYLGiIKaMFDjMNELIcKpysADGKdJJXGzwc/ZkWduCi492hHDWXmYMKmSlSknfri8FB6aNgyMHR3VRBcUqwQn5OtlMRTDLSfZ90ZP+h+htPHDsvQEdXErfU/IotmZIt5earY8jEAiE/f8Ngk6vof4vUpRkBUgds5EDcqo/Sm8ptlEFx0bnxhq0HOxuwTFGVeFKHxVLa5CNI8w2h9ztV6Pvn0VP+1yniO384BLDm6cBF7LUBspM9CC0WbDmc2xR80fmUZVCLfAPpTKq9E7gi4BEbbdDBdtmXe+R1FKnio6pbSxVIiHECJImDHONt3VGHm8VBoRQLUJKeDhE0ab0EOw0WYpqGReBLLvRIlTvM9XcHtplEgSMEDketHkO1aCKJrNO2xoylkmApprnkHr0dA8xvs7AAyqH+i6aX7zBArwAFipcNa5SQFOF7ojS6WDxw8BwL7VxdkkAYWduL5mvg1r6QCs68KejepewJB1oQ5aZdQekSJNhikZ0hXZKM/FKfQHIA0+Bv7ZFtnGHSvBEibJo4kE7/Cat2A9p4HVMvbc8hwu4BnGqWCRvNtEgz3n/JqtdN2UGFJIfZRaN7Ev2Xej+aFUGMZ+VPRc0DYqQkT59qkdo3sut+uObsDnSSkISkaytgQPyBH/1bhT5uO32ueJLfyBZQWrwrLTh7MJIT9cZeAHosf34MJYrAHZaoIWcOqhVURGST9Ltz7qS7HNgfp3ME4kC5HmscOAckHjJRYwQU4CwffdCb3EAlNSclrniEf5nN5xme/1OojP48QMOWG/C8iFB12SiIpzFJ3UiyxAy3uMb917vnvdowl3sQ1VR3ObYSOXqqYOTKCd2voisDJxHvaVkGiwHMSmgtp8bYuMIJiPP2voe/4WhTDFFXT2BP8sO978wZ5+jrPhcTXLJZqGypZE7jql7MxWJSVbXhssmHrM+El3BDs/6xessLI2+f4D43d1GyeHRr8KBSu3Zr8g7oAz4EAAAL4AZ7GdEn/AAGQNW5pmewSfkFP4SLqUY/wa7FmXgxu+LVeHxF4OeWRo9lhex0ugmz+dynVpMDbXqH81Myx0N1J+Jf9zCCfVi731casJSrz8Ovkek+ya4QOX5s/w5kdmnIdeeTnMAfzhXhb57haP+j0dnC7bgaCz5lG39MON2owAVfZciHLhZLWx4J7OQsfqFlC7858YzQx2JcHDDZOCNdk25OEXV7vh0P7P5jvwelcdNpTkAp+xjFhsAaI1P2HaU9NpJbiiY0s5WYprCZgY05toPAv0MiiWlWQKLGW3rz7GlDDBDyVx5KEVUoL8w7BK+UmuCvLp5uv/pzOqZzyqAOiNAxtJAVGViy6z1hdA+kDSkb3XwD2PYqvleFAEZkmNZVnCTBrp9uXxJG0slNeMj+AVon9VEepj0kHDYEMXVw3l9KPDhPRA41vWNmniE0d0vVXBl/uRuE/pFFphI1e9GZ6lvis2dyx6DlNyjzcJ5m5M5u1Hk443PDrQR0hK2hWJm0p5f73HrhTVXpOMfDc5BHccvRIW705P3jUYGB+DiPuAF3zxKg1vyI54VIygYmAo7Y6FxTBduVrRv5LibG2cp6LEV+w6rI3W9HoZCJAM9wEsvd5XbznMbNjKpdMsn4rCv6LiW6dw/Imcox2KAKxXk99UhUsyT20QQij4vqWp4GsgZvhj7FOtcBf94xGh5OPApGaSp/KflCA7SsrGaV4lf2SrKQTGFaV2sRK7cWYna0+SDVe2NQclcMVYpYrqFDghXKUTuiGkp+9dMk2V6BQ8iyWSbRiohBHr8MEpg1CXHQPbGrAQxDKBm4/X1K9GVhwh0oVQ8N7CST8FexgFYKtrWM8yz3FjtitsARuGAO54IgyeE1VbxR6wy5/Dr29u+9VSiYlJoS4LQ2lwvLqcIg/RM0zwpsmWTlAbyfPmjAZU4+MrfdBHBE/2X79JpTGn0GdhzAZ7/4FpgIEW2dCFLEIkfBrsMsHND4Vekczgrg+zJ5SA4gWKzbMdhMRiwAAAsYBnshqSf8AAZJJp4FdvmRFgWq5E64ImyxqO4xNJAfG7XV2rOlkyxXJPpbCD38c9ffKpylpoFdfNjKCA71i7e5S+wl9F9rbLXhGRLbp8t508MVRnYvxPzLG4FM8afm+g1bQjEL5LaJhKXKT3IWaIFu7Qnz80s7aJHPr82v0SEPrnwhANjxlOyoMNSlbXS79MP6sgC0+DjkXuvd/QEY604RCRq4XTJUV1qjXKhqdXLa3iwJdNromNnfsNnblIdTbAMe2bnzoDkoDs9oZpRB9ygI7vo0ucbsP9MbF+6vDINWbheFLZl4M+mXQlmGoXGcah68xMJpzno+LgGEU136O3fcDml2z+1feYR8ea9CBs8UbC5/46CyV9e5aNPgLTmuTQK1kqJAng6j+ank+u6Qe8ai0qzIw9+wDGWnxze+1GMraUgP/yG5ohaJRy3Bz2/pRewHemq5FX9XWKor0E+Fa2RRxX/zVS3mymVHeoRZkbrbW2TjJdkl6yrqVoaSc2g2Z3lPSw76+EwSZ54bw9RidgA1uEHrsZkqKQSOAI3I55F+hrd3murhMunWadR1dlCxTuAzjvmmSDBVgZzgWk6r8pDBMiuHeQ+1KGyyMNoFKclESIryy9VIMpM6U2kCK7FgZX98/TpTtHrocl5PG1bzf5wvwnuO7dgwt1LRhhtybwTMQZDAKUhp5S4vlxwTFblhdDl6KtYsliwcKC0gRNWHB+U56RNhmZCIJe1MgCPu/aIS/35/e5OknJXdkI6FzINj/d8j43CXuCjQJzJHiBbZBJU1Qfvzh4TOonvMDylzqablM6EGfFquHwtUHFjhw68DEctOJBXNpiDB2BigW90yLXPYSjfus37QPV56XZzQ9O3ngvEi3dEZR9bLwSxmJmjX7k0Wpbs6oUZLjvG0uRwHaS779SOFkdsK3GDdo7CW/EPYclYjTCK2K2AAABZNBms1JqEFsmUwP/+RAAAOcldtkdj0hIt4UCuDyJvjRN7ODNxoguMO4Hgm09JHIoaJ1N2seG3gePaS0hdE3p4DFQToRh9eD78+Iuyy3+8OmXAFd5WycFwf+l0FbvtnAQVC5t/paPdg+mt0FSgjJDsMAIEbNUs5kMjkiemITN2sNNO3HBsFk18mlDLZbgbnjyeViwNC6ojMhY9NUEjcAZlHEje3jFAz96qoJhhYprB23f7XEMOqvd/Qg3vyqcZGVX4zvuXQD6oD8MJRDvpVRr1ke98sz8EAxMg2e8/uSnBaWjE6rX1HH3QkZ4FrfJq+Yt1eKr3dqBX1PBErWDs4GgOtt91sY76axurlUBq+HSz1qF/RLvaiaPO3O/OQwYkemHquM6llwbnLiF7WQy6jH8gGNiggPBnmGQnTV0QjRKWvSNDRYJsEZnGA1pIKmfhYMi6JjzK/wqNvRDNK9x4dfLSLxPVD3zEiSv589bEEmEs0fOg6pB/NgRd7oLN/j2uGtSBACtdnd86rPrQHT+JUNH/GSN4/svrSu91//UtIhLAAZhdfuWN0+MLSkVwoD1Co9xFj2Espd5WBtqH1DjEAjuMx9juCx/EtM8XUqxxnfG/42AHb3zlTyCdTy97TuFaDf3TzXWflvG1ICYG4+uMGeWW6wdhWnK1+X6+TD8OHWbtb7Xj7Le14lESTviuC8ik1vRQbyu44YCIk0bzTCR7+lIta6rd76UyDDAAk4XjSyz5u5BDt2SsVOHXTyz00ithY5at9nQ4Ta8GY0uGI6nwDIQsWMc7GtCvGaADnXKjo9kwvLGWi8t463wcMlvwc28WQv/sbw0j7+SEaWfQswSsAeWCDwwT7mltFO9VfwDxwTHjRAe/aIFc4S6Et8bIQULrEVeb8ct90XF6RPrsgNAQwUzSSeKp91cwYknZMh3XtFO2yNOCemGGcCf8iwij8yrSBgkhjypj0jQblQ1uuP6pYtaHZ0DT44NQE7BHzRJB6UmHQnxsz7lzAuZ2FEHCfH2ez2E/S7bfRhdBN03woxEiIzoWeXahgz/IBUm3PDkxE2vZx7qEmXuwfhP0CH6iFeIGtnxdH4X0NSFCc3MFv8yA8TltXEu0Fh+5C4S12LQzVr4XRdgjPsDGa+96BUd5Z2NcW5Bxlskeo9DXKGYWapo4PNp2umwRzbkBcXSok0zBa7lp+ZSI9qZq8xDKb/WQwRIFEpYKKJzd+Azzhvy4CRwPCMj2iIWxVOPWMW71bjO2++nO1xIeJlAHZIlo7x9oJumJMyX5wLR9zoCQ+uuPIGNc/ViFmmqH7hNNcGRlyxrI/m9WTmpwjsJuxGJwDSWDbXVr2Xi9PPxOCsEB+BRCcRfSa5jSkihjWLsQVOMg2i/o4Y+2c/lozi49iEEJL9pGEAAAMB+vcp0bxvmVck2lUJwSZbHRFVPaq/Xu8BXx4uTDUdW4tBmpDitz8Mqeu+AHaiztDEXRhofOFX3x5+T/Eerv3zAkCvKXB7dx55klkS0/v7/jYX9RUGXFNDRwKWI9n+PxC7sQ3G3NPh7brK21v3tuOaOdcyx480RqnnzvVkcbrvjIe7acgo4B7gi0I4Owk8Qs7dmRlQ0HQQiwYM0avuap9vA6/GQGK5zfnYXia4byQLmHqHxAxnWhNm01f/paSSHVkl/BCaWYfwAdJxa7nrlxCNAFpVbe5vf3hQ17Apu0D0ONVaLnLWJd55rhsNj4YqAcrzT5W3jjWinXiW/kk3E0ZvF9y+kYEd218xtWcwvpRFYvVMNfPVNdmnk0pNcOtf607skWnPVGGEu28mydyC8hw5bT1JDHUjo7wq5annd6kAOxWxjlfvYpeUMFvZqG2Kw/+PxxpJ1irOER3aRud3c4IIhqGUN13CYgg8pA+FXJY11HrajISaEwAAA+VBnutFFS1/AARZUWtio7F0eS5dCp2sTfXaO5RwWphWYWNpWKwwgK1PM8B/yUSkPlS1Ut+KH+VLE46DDQEbgXRKf2kSAmm9IcFab5QzMnCxLHMn8Wdm8pw+NHncfv45jJr1y2pjUGLndPrrgqZSh+mIk1a450lPu4AuuLG2j/+roODc2VLymN7fEYBU/3VCaJbV+feksSQYtxnC71zV6i0Rf71Hgome81BziYliWF6RL+66vtgGVBfBUlM835z8eNHyZ3reeQivmIzz9QHK6RENCL/pOZQr6MkZv9Gn8YDeLH//jJMK1/ZNH1ccTnBeKSowb2kitL2lPI1EHhtJjyMUZCdwwczca0dFUem3S5FVbzCkqXmiN+WobEU8BHyAe1L/P2Mbvwd9mfdWmfRHImVf6x+rDUjZY58KAun8gutoyvpPwy+BQQs2kG6e8Lr+f6b9OG7ITMFthNeqUte/3GtAUQicCM8Rnpj7tRgFkqm/UWwsY0Mn+OHePBLPWBfTHmzBfyF5tWzLTWc/I/rVK6SSvnEk8KAG3ZtuXUyGR7aJErmjHRXKWyOaD6O0Lrb7CUBJy/8qJvGvDP8HBAFrhuN+I7DL+YJ+/n9T/3Pjq3ducYiCe8H/xNPDuiHsEJq87GN2B37QOxrFMUUzaCNlR+3FN6d+bev+9PRrKAWFi+24aaKJlaTiU5GogBibJL0Wmrf4ZXKXN+yVr9WxU2wZHsN3Fz35XnXpGzi/UtZhVIhIBu7GoYjJjqlKfQL/HK60PHsfBixH2q5oWtmEFL9fLnbDc8F31XbKIf5ypfq1oSJZ3qX2j6vbrBv91vC32zEoUqYIfUJa/ZlsNd5XEJ8K2BL0FIojnqJZA1rMQ2lysfCJrkj/npr5k2T6gh5SiiFfYvYqjBP3YO0csHExETxPQJa9FDazOvoESD4SyT/gcvGrmVRSyHfy80udIjMQ1EvGpZTel5i0KjWG8fNz3ehJpij5zCxg6aGQ9xsDGC8YdmbNIvOZOmxUWu7yQByLtSOLC7yfrVi+YI+OmxCDPXugQ8jbwX4ozoHLK4sfmBvzgxiKCfsYqNTYGZEBGzQozvbqLNfFI6oNe4zG6c9LcCbiL0G0Ga7iHS4aqRN/0mVhT2N9B65WdiZtUqenzgoEFOZDF7wLqyUYSWz01G1+6XI+70Xw4yhECKrUwKrPWlx7XMHm0IUzVo6k7ThYyCITl7Q3IiKCIUBqgKVF5EihwskmQZtlhhsm6Cq0V7F7e+H1AKfQGrQ483XEOkbg0CnCwArw7D7jFMCPfuj1tHz3Nf6N5xWfObo65ABxgW2r428LKc1mnTVscAUEAAADDAGfCnRJ/wABnUvUiWv8lZxdCrgd24Fb6JPQUMSdOnsvGe5gU560+YtgHBDUdyth4Bq5tX1t/QUsBZOizWjS7kzXbQXRO8mKQeuhxPd/grJ/oH0BVm1kFjlY6RfHN6Nk2AL6QxuHvAunRsg2b/VYzl1W9AHjaNbNbzUmlbszazpxznVaCaXYanBFIQxGwcocMgU2dh5NITaqVy47c7/Qu+y2HuOo5bCMyUpL6emtUTT2u26G1XCetbyTobasAsxxYotLZUZs099Fo5yjv8MmfgguxcLEWQyQlCcbJvZSDen0b7aOw8quamYwP/yLZ5u2CXc3NmO4vtWDOXZ6fZdcccvtIxxPtCBE71Mav8LXDaUdnhQR+Fh0agSzU3bkqjqS31XWTrQTGfLyd4mbBRu/dSsEmguCQb5GqrG298NgHRYYaDhGTPp6ApiJv2oYdKMFuiSFZaFGFND/v3YOM3P6kQ0znPC4OzRleWI7i9nCPQwkVRQHy3Q5ntMeycKKKLvNSebOTCv6giNyW25yMfpSNhIKvkcZ/PrrMc3/I4wwLdSozw5GmRdSlvC8aQA1Mijbyf6FjQvnMV1xiTNoJM+JV7hqfwiytl4RdPKuCtaLfBrQAW3kr1KAsy5VQtwAQs8/PqqQ0cHJ4QSud2/bgYo0fiw7Z1QvsoU4qUkzVB8xU4FuiWeVHSLTyTHSFOep0Cva2lKxO3QTbaEOobD9jLKpDGMBmhVNpy9buIZvk+2pBV8nnJhxvT361IJ0LL8eGea66zZqE11UnZTec42AuP3J04F+fvJ2606pnxDolo7lnNYq5fmsKnKCN5qjnWoNuPY0sxJj60MWbacagR7dep9mNUUbnGkKKVLadKFlwD7WvFwU20zFIsNWmclem/d4GaAede1osep/FT3ekg89MXdpNKUc6mBbdFK6bOBAGJIJ1lNSO8BdkVFF4ONkeoJq0c0NCSxQ9GS/L0FY26bVHGBKHHed92Se7TvHsO+nAYpflZGDdZQ6woq/d4zplLwbT+7zAgOChsYQSzRiL6XAgAAAAv0BnwxqSf8AAZ3I7bTX+xKvHu9lz0g53+IHx0/0+VhlOywvzfUEMoYoOoJWG/OpjQkPSrk79UzKqKcx9xDHOh0s0bEIDhYRbu7kbmmXam0hB6bvpZIWC6aCOhfXbLlqiCz3TfF68LbUltPdkWUKhCDQb9ihrqGnJZ/s4xmMyapqQiS818CWBl+DOM8G550560J6V2/ZlkPhs00hdRYewZtkgpkbqdxbir9M5W948yqoMOisLCjaFY+NiwZ0pgXquUSM+7jqS8vkds23dVKzXAWeERXfWlMw3hgIcXIQzemRnFdt2lD+8vDXz/oeSXetmczVaB8gaHlyvT5VNqn9lgHLbTqN/MUM5iYsYq0oYzPgmPs/0pxYHUwG6rhKeIDwk8FnECuEk+6tqYuZ+yMsL5NOWheP+RV14MzuxQO0i0x+lRfwXqlNAQm7uL/JI/GspxKwyvxj+zr7FAw3bYCir+Yt6Z47xugoQilmf4U568INDvy8WgcrnrG3FKS9vqTCmOZLMOZC0Zup3RI7h+DPzIllU77upAJJaZr+rOOlaCP4FGpR0zyl7mzxT9smrBY36We/aQnUYi/Dj2J7LEVxtRHPLqwtsQnHcjs5aSmqflUBhm3QtMoTsD0B5X9PwHfIMVbvmwX6irq/wb1p5LHc9n397KZoESVTBlNvTFW4NLqndmDF0JuaOpolvrzdfTd30HjIR3mJbCPpbcbpOCcPMJHb0K5w1dckFvtiJHi8SXn1/KvhhN1PU1A3xXHJo/8wdYzP7yw+5kT/4wJN6f9q8zYnjPLYXsVfspPFKoAJ3P7cR8IWmMET53MA3HTXN/KYb+EYK8XXTEEjhLiUAUvGyTtVueFojm5x8XPRe/lj9V3q968pVdFMHMzjZMVujByZph39q3tmjwquYx0IC8BuS6kK+D2eDYW0IgJCkbh11DtY63+6QJ8YRTCg1P/SCKQ8gmanJK0zcT9ZWjU6PK142RwYn+xWm/hG5KlnYh+zaKn0rTByp6KhUGMS7S+RaEEAAAVWQZsRSahBbJlMD//kQAADkhWy6Oo5DXC4BWzR2DqBexUBzkZYba/1hAzTIaJhXwPPrXFxZ3Ghmsn7ZJPyeUqZpGe2Vu8MtOMSIREUwu+fXGBOzB4HRdxndLW1K0zVLn/i7LO/E9vLa87YBdXjGHf7YPZMoNzHR0NZYNB5qK+T4iStTYCqs1E4OwWXUfSS02A6tI10kgqrSi7K5y3apXU+VGNCR4PHvw1uedpOLlEWvfMwcttUOkiW4NOSy0z/lRHLaBjL5vva2ULm2J9fFMR2yPMQafUYnveDfOKJmff+1k5mrnwixWWBnQ2EtNVC4T0CIlZzm/0POPLhwr4MPIUmgFGyJcOa7yO7fGAQfaiiADkZn3u3XyPsDOyt84uPYN16kug9Ur5LzKUlAj5mtWzV4Xu1y0bFpFj5UH/DYXKh3psRIOnnTEpQfOPGWNV2yKqgWA5Rve7+sI/vSoWHSR+2qjMqHauZSTneiyvjcRTvUX4Crs252IE2hkC5IiCPxojbd0oNg9EeqghKs6hDP64Cuv7ckBaA+zZy5NKSqilGDJivFcXnu9MTYS4eScMCulIlCD0DkVMYqfWzIBiYRuR4mf1mMfdgZP1duhnyBwGkYwVrz+wHlViRW/PCDNvxRP1xH3oSsftdFGcx4MUFBodMXXUTAVcOS8hWOTPz2iV3U2bakV3AqVHCe+lwp1JsC5Rgpt8/JuxJf7iR5zmnRsKvRffri20RY72Cf05WRDqwQggpVmQDjtcf8Lz0HQlFvFvVmCKKJztHWViLVaqm4AOCl9iTh60ugcfr1rMom5LUyfAjvIcrH+G97BDIOhhfq6XvdqiJf1yMd/RySjS7txG2MNj0Pq4l2VSC2wFax7I/UmjrdcDg0xXVFRczNCs/zeQ1fNuGFN6WleIqvLzQPJXdtdpOk/XADR8/wOJIeZ6bChoaTW4QfQpumgrmzyV5/T8GebMe6wvLu78cqZ79WgzbA7yroxuU0PeGVEEAtsduAna7PfxIE1gmsjhN61t1tunasuih5Vep3jYGjUsVwEyMqxDwVe+uzMNbMtwp2JHyyEEJ6q6dAOog8fr3N/iv6ts8cko5UIG8W7NzVthxxH44/JPy/eL/L8Ewg9drURZMnJ7w9l1l1jZ6M3r2/pVhNdrF4oof4PsHThuSRNU0rzJjb9DwCJnDp5zt8Pydeyx+mErv1jVpZ981GIVFHxz89I5oqpwbLS8Z2dAcO1+m5ThLkhc6WO4LnoekxUEYTFjHnbHDHVRnjkL9Etx+ZVoY3l6xGEmf9dDrAGFgSZCrh+nnbpAUE7wQbwnNglJje9Pe8fbfEM5MuOQ2t3rhuqetHTF2gfhTIn3Z01AOQCsCFPtVRaHvz8wMcrxvgMNwyeErLG++kuKhDypADu5hCR5tjqC8hUydytZ/ok2Kfupvl0sy8LdvBdBQt4291gpXVhCS0cCb9VtPsWgR3UKpChxtMWjYNBp3lSRRWtMEmNLaRf2gMGD3f3hvJ8qEvETNpRAu38pwVUxA/NmCdo7pIDlh4/grOI9/0t22SYTkjU6deb5aom2tVJVG/QjVkYplUroE5P208T8s6H7mi+vsRcalQtYYhtPcDe+iVu5huOZte0nmlpQCUw0CA7UGAQppPbqtlU9rLMLKY7u/b/wYq7qfs4rUont/Cz6SfZHIJLvzoEUQSZv87ihnCUHzcU3aMPz/SWUnQHZ2hkz+eyEKB4QFSOlN8zy6EnGV2HGqXFZovXgH1ZnqVMFLvFjqIxIiYUfxAtihgwpy45VhU+47ads/yuDzAqreRpfnr1evgzqtOEa0Ewqh9SxKwQAABDJBny9FFS1/AARZUWtmJD9Z/1Im20MWx3p4N+6IHms9o66RsE29XcYmjamtgHNkzPjPxVblTOQ+zYfZSu1LbAaQ1xLCJ4unc5f3vXzAjfeSKpf/gBjg57+CvXA+dOPQwx900o/dsG/6JwqXoTrkb+vS6haBk5IfELsZAX/pyt8uksaGwHSIu31X510+HNTa08GqYsRGo3R0ID3vlKSXzkkf5l9KO+1GBkdPZvPPE145Gzc5wZOWK7OPq7yArfK1vYOSl6H3EzPasrMmXL/1sv549M9ph9qYMpv9pPaqrZQTgWSL0+zHO9TNmdkHlQ4SRml1NJJ4zElpADfN/6c7vvp3lJrxBrF4w+MB51pzcebBdKT66Wy6XBuLOw+oGeTqIuR6DXg4XcZB82IyrYDMF8+GQWjFc0BqvUpB8jyNgccMr1tdMLq+xvyVEbGow2dA8pn3vy5XhktmVr2LF1/FcSls1a3CSPtQcqFzfiDupYG3hYmNxgruyVROvGRs0wkDVYB6tn32aqMhp9itfliRENYyzsnyMg5110dQ+0GHieuXcDoetDnPchcArIOn8zH6skK46Z2UMuVDp7f8nM7vnlz6a+ZwhOQCrLBoOH4AZiH366/SDiXzInDRj6BJVEsiDg3ownYLd21n/FYzgk50IFziv2StaUJUZKCb3K9l38RyOQ6SqyQGlzRFj9HDSbI7OEDjiaLNWmMG3g//STk4eo2+Ft7tfcFACa+RLPTQj5DRTsX6EL0S/5+o0wZYv5x/3yF4zC4uNk1E6cvT1ifOKnGLB38ic80GcQJTygiZ9UnaSMZaXxCdnz/eeO+cKyuEQguZKThYCi7pvsQJ/cDEMooZR0WO7ef+n2jr80G/AGGVC0CRl4pcpIyRQQZJB72ox8qxGdTereAiHniLEfpRUeC1QzyGzM9yz8wn9nojsdHSctcVdV3VW+/ZlZzuY4zLexQDI8wxQYBoRiEH/Qus74xppqHr6Ds7XeqO60g0pKG4LqDSLZnd2/axFh56Qo5P2/0obl1ZvaHj+/UWmXgt/ge3XmryUESb/ZRAIppO+gmH5FLV4rwUAhuB6ObWd1VC5xNYThm2xMFv7CBW723eMDAwKbUqtwYYl7/lDyvXMtmD/44u+PvzFbxevlBjVWIlw+r6CcsWBz5Lu7DAdIL9RLtYGLKVNZuHFxOJbxsYLLu0wN/ZbMGI5vGCSVMTZK3fQaLanBrPV9YoVbJKWWqinYYHxfGHYFOXJDgpsmCJTb37RlUMrOgYMR8rC8zPeEl0q3RkYmxuOzeYMEBcounuoFR1wkZ/2qhjuhKy/qE14y6/wi67+y2JaLhQDE6pdlMMJUwZphxSq3ARR3+wIu7i4qlQtQRZYQpK4Rbal0dkpeygtsr4zZfPNJrVWy8o2kcQRUeSTli3/iMostCSoy/24f2gA6cAAAMuAZ9OdEn/AANpgm18743Ac1rjor72bMoDTbUK7NV6BsdGUCiYNb+HRtUE+P7paEt4slASNJID5tEPh0OrEVYLYeyMDUILC+Ez7D1BWSA6LPJdpTMBnkOxr3GhXUvp6PICDY+HhEMp4pkhZu4rYWE/NX7+cUmWtWo234Xptcvkgfj0T+sldB24OcC1fyefwzK3bNQqAZg4fCnHG1ee4RixBpG98Lja0JXz5KOa6NC+6FLnRTy+as0MhniWvt2APHCM3rRX58Nsa3JxvjcSSXh2+G60XbbgzVaj28w1Zc4XuDBkk80NRiVi+Y3P/xK5OL9TuQgHgyOFmQ8dxDH9d5Ir1BLV5lTIeiWVvZmEphaGnAb03S/y0IfodgRXc5jHh3haNHmFmGeZabNgcDmp+jszUrp2Av8kUoZVrV/NBl2u+BZYoHGBZ6J6MpZ4lmRFwHVfsJCpzB9afVSpD4Tqbx+nVCkh2j0fAizA5bY6DFW5CthlL7cXh3yn6A2ZtOGQmIJiYUaITuJfQqVtmKnSn98UdDAwhEKDbPh+kYyjHtfhyNInPARyarytBztQB/G4QP0giZdNnTU/wUKoKYWpSy4fywXT0IUyq0uR/6p6T7ptbrmiAuxmXM8qBllpzIJKTV/Oa/vjC2dA8rOBidR5YsmZUcSVBwg4SyAK+BqKdpx2WIhp+cZQvIO5Ba1O6cFQEQVk6kg2V0HHtzdX4KXa72toLz9KEY9Ys3IHiGhKPMM4Ck5KLXMPk9FUET2jRyAe8o1xkUtDln99WQEzSO9yisv4K7CozIP2JU3xbkXikEd7Svx/vsxGf1g3EhOBBuX4lh+KdB+gCFgRZAfiEKvhdLCzniCM5AZ0Yp3TMxpH+tdU7Zq35EPXyQOJEvgBQ0SPxS7g7tT6DfSrlaEfnM3X0AnwAyGq32Dy+mjReTgIjABZltvoXFMqpW1DfIvxElAgZdzMqG9qJp7TDO06y+2jepvwA1TzQFB9TrLslW6axnXfTIICHopZ8QyRaxDP/7mES643XmZnmicBs3FUCemzUd1LPWZLtwF8pXAriv+olHzRHKasNJsl8LVot3I+xLE+YAAAAu0Bn1BqSf8AA21VnCfSZrsVztATv96m0PLncSukIL/MuMjylIHXrMpq0DJT5aAEBrS7HrmkU1c96GmaTOUbwZxDSqfnZw/JMpaDRagzydVqpl8cjOsRwNHnO+/op4f3ExbQuxpIa1B0P+PLeAXl+KDUXUH0VaY70i9qwErHriwDiFmz1NB8kGsS50rTy51wc/uQdv2dsxnfEyi4BNDjU17ugtX1bVC0ejxutS5tMcHeAlCpUws5cxo5IkhpLlHKut2e4mpjf4JU6lj379+KhKESZno9QUjsk6bBtI+zVuL0Ja+wUcEJbjYCoQh88x25IVWZfA7f5aVQ1celhJo60GeuIpA7NxmA0i5BRjisl1oM5Hf778lBXyT6Ga2IHpWH4nrJJME6TV4T2Waw7jO65fPB22LqyBtxSo0aD1g5jAwFdhWSP+dg4F786BjJgS2rLpWQYQDBjhF2I+HlnKmA1tkFIrpl0PnvR1bMKuFNLjPpSyuM+ng0svhJYfD4O1NHgrVJiV++7quMh9l22BgzyzMSVmby1SsiYyiKUbrtB2HZggnbvJVfCeb3ZJimhdZx9SuYTlYoCcWDRmlb9NSlS5jcf2DZZGK/H9SK1gEmLfd2+fUH85ZB6me/QiPXImNoXQRLCA1uv9C09cNePTLBuConl8DLsYzkAbm6n5Wun6cRUm/ZOunfxf8PtvSxLuWq68Cd6l5mbRDUr1HbctpowBiK4Iw9vBMg+ulCkT3t4iAP/ZK+8ClcqaaLDMuRbOp95JhsM8fSzz/XuIO52cdMsD3tZrEhAwaNnVuI7/42sFj6bOPwneCpSg2LwJ+WYvlx/ggWIWVyS1RoQeiBSLARrWzeCk6aI3qKpLGSYAhPouwg/0UwVlaVf6DkZAkS4m3WN9HP+5mkPZ+9vVzGzhc5tvt4xdFILMVdgH7xeALwMEXGAHkTrSeCtQUFy0YVv6whRxPVmAZO9pvfGK9Ue7ruZdBGrIggz/oA95FKHfJLaAAABOhBm1RJqEFsmUwP/+RAAAfBTcJDSYfyPKnVn0dnpbOiKvrk0Lt0f86pPnLzqNybSMl9WYk5ALxatooShAwiSoLBJwJ0TTDf1GcPqENV4PPAMCnkUwSon+pQVod1HrFR3VtsFLvJL6X9kf908FZSU2texCHEU8pjVubY2jW+GTSr8Sex4Etkuz+1afJHpUuf++Nw+kINKIUGVE0g6knEJTSa7w+Y2LxxzpkySbHgF3EnKsWizj9pO7XO4AZx0WERcTiatJbaPdpy/ZCLYdg68t4YveJ/aWvh1B7WvOp4Ldj6ynuII0iGPchvedVdNOwddl4+/0ti9PCW9lNZ1NkJRI8bKmtyyIojbHaGdtSD6E6kyEgX32Jfojo2eyX/Q8NtvC5lDPCIgcpgqCknw5WkSr2oCzAVTLySN0OdRferN8O+HNeuFC6fV0S1/EhUoert/bYjEgZ29OwxOmy/fs/64S1z1OVy0CUFstTt4prGmkV6VKitIEmZVoRGwy+awDM30YYimAYS0LChiMB7ses7WExKfz+IN+i5GSFOZSu+eV335qZAV25azUc+eCRMfj7391QJ5WOkfeaVgxKXfPNUaEzd3kwe563Y1OS0dfKs/OAXjH7HZh2SXEQdbLuko3X+HkZ+JQB4Cp0AYAZvJbpU/TQ10IJwGBFgICBe8vl3Q+HQedCOa4GUkOZ6cd43DpnNnXamC0U3jisPhrLAN6MPwZ7pCRBau6IqoHqSKZ5+m8nsIMLnQF+nDiwwHRC5aToI/77onoPHmqVxTlQ2mmSnVB/Nkb9Iv65y0lSmh57FyEe44/HaAb0XZRZ3E15kkqMuyqaCp4Y/25eYrp0xQEmopa4Yxo/FusoeB1Or0oV7xSzixvm0x/plYgLEG7Q1xKKXm0oPWS19eyKaztpgZ+X4yawT7ijH17UUXUI2n2ecAEauCuMYtad82PGMGUqFqx3LfGe6mjUIeM7+dUo0o6dgEQDPAJySK4KzxLc2IYD2Yj2D1r+FQF86FzYtLU1HSd5g3AFIj9w83KwNcB7Lz1fokpM9L8pRPkkOQq6OtMqsIgxGI7BGDyAlGJdAyszbg5oCAArGGF45OedQT+/mGaSgtRmv72I42oANuLx0EE7TRrwN9FqnzA74B/ZQ6dmcYg/WSlL51vawrXUpzysAutuP6fHtvSmPZNuqG+dcoOT+Szq0YBbcuQmseT7zuLdX5+HEOTS7ZVYEb9SVfKxspHOXemF7ZnXcmuXMIJsTy4kigTIj6JodLvcUiOZ35tH4ygIPVcJeIU5AkeWEC/2kwbgVuEwrU9Zw8OWUo+3yRCH4G9Fy36Dk5hyY2tXNB4lntDnqw0okK4xnd0m8MMTmY9pZ3w59ySQ2cWaShq3txsCH84eaGdmVPzAvG4uBFA5h80Xe1/VbIv7GFrpNATTi8ZiMi4P75wFOzmSMejfjg93e2WTbXIzVKWUd2RI3YE4vWvh5gwIu+24xEOxS+x+HenRejs05HCMeBTRcCQ6Nyjg6Jxq4MNig1Aoesbi2TtjHcLJBI9iBBC7iCYMfl55kXNus86e/ws7EqUYN5VUCHS3c15wRkg+Ub9vncCBMHS5I78p7POeZV/cJc2H2MKbKY/HPq+PRfUtAZmfP4oy7S/wBuy1FSdG1z3Kf1DA5ZoKUfSxbNxN9fSwDyfmypwAAA3JBn3JFFS1/AARZUWtmemAMM945Mrq43SzmHy/1lr1l/9FOxot8DeXXQry0ea5EJMYzgaJc1W08NyAtS3beanlCh50e4sgfjmHVVGdrzRA4rAcFMj+QHun//o2MHcblOxoEsfpde1PjdfEr+dvO1TjNlBVQHXGrRCRrr2Yde379VEAdeg66VdHioiQYLulaknipTnxXYk+BJyvvrsyzNdrXd/+AYba96/xb5VgCrphsqBaejbb3SmUFc85OnmSZDpditTzV3W9ZXF7kzt65rf+ZYSvko4aHOCY1fmmz0mEJEYrK1xMOWScuOnKF2zv/s43mpoyFQkPmp7vxjaqrxALTfPmYePNpyO2+CGUrp5fmG0/9iXTsy0buiAbUDFz5W8IlkJmo2SU3QRlRaaT5xGKMzbHIN1tqmwQhWzvGxldRXiZszHf+F6IgR39HBxBD3rlHskuYWXVyKULYTbeOAq3erVOw9t3/OD+1aN4tRXlpYWEvmEZOxfiFiM5inCheB2E1eBIIaom5F+KMdl0fTz5Tfl6foW+Va1pdEDau2x2iCAWFRVTZmsEx1qtXxy3CPonVL8V5lyMnLfP/s4bb6ULo4aldDLoviwKedJgd5rb4tlDPn7w86gbWt90LNsOneGd2LI32kJv1cyo1y3Vb8wb8zl/J99K+8VaT20MHBl8a2eueJRcok515S0xi+P4iqSIoQylYONbP6DkTP1XEYj3BUtyZluzvSuiOGkdZhvbpMK3FnCPI5/+MIx1hz50N5qN3v9OWynWR4zEt6TxrzyA6U4hWjzkiOCQ+uEnQdgY8tREaRL539YuTev6FfrEN5IXsOHHxjnVNCxR///iMQwOG22MAah9xFOLeKmPUVHUdOlhU28cB9cbQCxFcmJ+OOt/fq9lFtfdrb/MyIL0pU3kX6EEorATmOusxhIdOLrVMfaS0/SitQieyG2uF34QUbMelhSsKX1x4f0PsAsnd/aDL7zj7VuqsYuExb8A1zMR2ZpT3i9YB2Gr+/9c+BLxADe+1udJgLPUKn+Vssgn6HppvbNkAwM/kvpX0QL/RiIdkaQ81E2qEkhSDFUm7sCcsNrp5nOIDZVwED9HYE+6Y2gAt5CHV7axkK7dd9ysgkx2DY3aO+XmxgCVJAk+XQmWPlW6kap4PFYH37qP/O0hFt83EBqQAAAMDAZ+Takn/AANtW2449wHyCd7D7q8bdSD9ZIx3A3odCjq8TdJhvy+s8lbDH8vHfNh528fI8qNDuhxFrbhkLL4THWAeMEd0lPRU+VRAqZmU+ZwAz8SOJy79yd6HLSNpAE0oOWEXXVdb0L/gaz2uPKYLiXzCAbxg4fjdfr2J9/+4VqQte2sc16FPds6v7Jwd92oPhiRBVKiVXj4w1yg1x79i9rP3/xz7e/5KqF7yNqB6zxHFldhpaKpmoOVNfp9cSE65ahXtny/xZcgpQNRn1iyia8CLfqHncf9CKXs1mOUyF2uZrpoH3j+2r7+e19TBWW5Xr+2Uv7Wjhh3C3zdYjQiFoZc5IKbuOp6O/xcVKaywmZsyXs6xYZ5uA6Y2YRJcL/ArkZxUBy0C0E0QRiz4AexvLQ3DY6DfyKjzj8GCYSgW6E2uZ6q/ieui3mC48gM8k/UId/QGLRZL5Ih3QNNusJF2UZvqCfTj8mtoLBNioQQjrEKNSp7F2J8qamYfR1YbEz0j4WMVN4cfwaBtEr5sJc0l/se5YR5eonR7UnUV3vKBc5AP4SDXvOBpobm47Uxjv+CQilcrZ3Vcbwad8iex6vEb8oCHGr9A+RhL/hnhvWQkh9wHsATKvUtci3PpKvOUTNWsUnatfwukm8VcO7F5iSRijTfXMEmFkIw//c/3VKgjd4ru9dVgD6zaZ6gVNfvIzGXFJmTm9bMzfZfgBnAL9tCCfH52kyFNezwK8Uw0yRFPfp22nD5zD13l7gd9V9xwk/58n3wjoxS9LBNYDswYn71+UUfQMcQ1d1oe90gShrcQBXnxldjZdLvdkquKXalG3mgmSDVhReGr/mqXvVSp0LtstzoeOh6cO4x4ZmWB12dq89hDg56SNczITHRPlC3v7E4VNDn87Y3bNq6rOv/ZUpCq9SB1SlXwePIbdp2WK3hL6gwRwCV+EylfQvDvuLxaBOCddrsjWH4yz1GRc/w4NJZMnEdkVfS8iY2TmWuzRn7NrC6bHYeLM/GWnlLK6XkmcI08OB1QAAAEh0GblkmoQWyZTBRP/+RAAAfpHiZo7H1drKkta7NQspjWUzhIm1H5tyoxz0tg15h7X3ckPfZnMJhiZAif86jPH71MPAISVTFh6CaDveCirchORYT5X6VvLtAlvF2hp6kqm+OBFsm6tOPfeQzjis8eSqojKgcGWQhOO5QTw5DtnWSO9F9lMsAgzA+wqGKB27LJhqGLxX/of+AJSj5pdUXq3pj/H61oQbC868HuqKRprr8DhlsyFE+uLGgGkyI2Tag6zL/vQbJzlJ/ffHbz+yhk8ArlAEme32rGJJhIyTibizzQR+pxMyTVfqn38FGAIk8bNotKWieewcfa4AXrjsciuNxSncMwMBkWbRspJk6x/YYrLB00xQUMpRLHlFYMlQcyX587Ujps8bW4MlSnbrIMQ7SKUH+PjkrJiaQNqz40QrzbL/yp10TagK4eLYmlvTBKjOEDte7oBC5wCuh0UH0Y/GppYRJv+4t2n7fYwKCCtEaOtfwCBzdb66yP7SLpAQ7u6WyPt6leX0sBn2d4G973VejSpiw3ehySJF+EgzAQAyKYBeP/rv5joWwFcgKtfl6KKEx3QKLmf/thdYczW7NKRa0AON0l1PbTYgPnvscwVAn7u21w91we8jG4EnHWeODDRGxGWJExxz7kv9fhJsI1tL8g3B+H9HbhqMiWr14kgtd2yMScjf6XGWpHdOqaDmZklTETdW2RQs/fdAWVw4pk1RwNPJBq/frI1BhCATrVgEjDKxTYo7hiM7/0ty/LCsOqel7OmFWLFWgVNFlNea99BXd0XA4QIOI+mz3wKIB65gBBGF5ARjJY0QoH3tF/pc+SUUok/4Fvv2KVMYxpjYHN0XRQzTTm9LgkM+J5GO9wW2Fy9s1qDAbElvbvjFyZIhDBlCsnQfnStgU93HnJwihc4xTEna1sgyrNdPeRKfNeX1S/oRAoGEmh61Nebl4cN0v+1PATZ5l05P+/uXOsv/BlhZHCN1NvPhB61F5oaSEWPqtKDpH1LSCqme9G7hJKFnVvIK5R/GwyGvhxFlbNsW86CYuqfAWeY5aLxV+QcueZZmdsiJoN3dputfAwdvhPTPHH6B6fZLG68BYGhC5pVHPNBJkhq62sW0NFIOpTYc2UCrRHTsmW+5G7g9gIe7LAd6J3NfvzPeDYUqDGDxfUsbStDQCRs7RDBbzy5C5BqB/oKcD2Ce+SQbraVmAh0JiGxuzjvCKpY0QEHthQx2jcmDorcsziu/VpCVxTETMV0Jq6i3ALVZ4s2Nq8CBtiVDzLftzfmi25++QSUDUbBfHp6sKeDKPIKg+dzT7iMkF4GAbeH3zc4ReLrbolcKdY2BB0vRl0vK6rpqP6eAndLDci0ZcHpVUhZo3igmQ0W2fu0pCSBM6GyNblrmpaxzVuUgx9hBBVJkyimaZSGlYSgqI6RmWMmUbVChyvLyMvVwZZPr7VgiG7PQ85gOgfKullQqNHCxDNtTwNGFUymVhAR9fV3pSAfvbWlOWSc2ob5kek9N/2xRy4GE9kIXJ31sq9bOZ/Rkh2rmG0gFgQ7oEAAALuAZ+1akn/AAUTr33bAkFCpXEQLhSJcXwUKXlF/rW+Haz2jXDOwvzC0c7JYdJyNBPM0HO99HfqVM8R8/7JLY9kwrx5qA25FlhLYCY+5raaPGyasqRYs45O9njdR6QTvGtJSjDutG6oaz2Ik3bzwdZzHKEOdkl1edqaGDCRHXMRw98gUWlP6AMDbfeC3j1EW5BAqzVyXzdoy1jDQz6nZL60345dJfPkAR/rhparpMk55hRaVNCE0Mzpr69GN3AEvD2VnHomfYe94lK1mXs98Cu5OT5tTcH49JMmESOjqdfWkBjR6Wc1fgfEl0STR/eqCpoF1VuSfxpGcMB8o2IyBOt4bKbMLZ9qkWCogz3ZZdq/QQirEQQRZH2wixtIEeF8LW2Dzml36/OA3pnXBdRXrojW56Ur9NNUNsi5aUU2o2EptOCVA3462usVyMDDKytyqxVncHkTFEZ2rP6vd8Y4yzduIIYRrypg+WEbFKZr5VHZXC9caK1jQrc2N27FOiNJvDwsllD+hZOwZKIlXVIv3sbXutzCI3cpzimOj/eLr0x3En1I2y2Wyod6yL+iwEhN4FpEPw71mAW+Y1RolhUseE/BwF4N9A6Nddj6cc6u6CrgFKa1Dbxkjt/jVHLIoW5+WsKLoyjb56UYhjkmBXST4XR343zGm225rJeTH8UQ36icMog9W55suk/qMEifklflabzFIVF0laZ8R/0igYOECseqyd1p1E6KdPAljvWtlavFMkb1GcgxAJX7DiF5LlDVxVt9PP45vSA9LlI+3QnMzHKJxMc/3K9BZ66OZXRoxjA2/FgDEm4e6Zkzk7U5ZnKNjkL2nLf4mNOBWIiznB2CmG6xkH23kXOdGyeOGoaSSMI9kVgcZ1IqxZ7rwADS3cl2ClPrOtSxwac6roSC+K5lJSUfPtnOjJSBMPfuQrNwkPYSRVFB5sGAE/+sq5bLAH/iJ9jGPtXMOQEO2MYbRIUA1lxKkrNn9+vBY5fXJ7VKXAekAAAEhUGbuEnhClJlMFL/5EAAB+1Nwkc+gKKDsIwcul+RGx9iYmcFIoRdE36eFSuCkYKK/JB9w5SPfeWaVADRS9cy3jrJjVFjCO7t2PUZz8zNJyIPjjW7P/T0Q3Xg4l4Oze1gL7w7GxWoKjnHBMLv2AR88iBGU9GMne16wrFEbHUnZjblDnwMcBDtzocrnQmaln6vk0Vfo6inRQAbxd/Jg6RY+tlsEygE4oxf5FpTAobt0wA6JT7BshL37x2OR5//MMBlYir2/7wod1k2iWfJGMJjaacn1sZMp8T4O/MvJyEhCYoXusGIrurSk3/FgFVTX7cuzHX6MPp81X0UJK5NvXzqNmHyKECSzowvxWpkfN4Be7DJWRWWU667qMjMGq2VLIUUtMnmYYx80cXOV00dJ5vSLUPjQnpLJyYwOp7YeZ8R2SN3Y5O82Ktdekoi/EXn/l3o09uYdeb0eswn9YGhtIloComAIYHdZeNnDwIWV2EapppQjPZbzS3Utip7wnnyA2Lga0CEPV1pg68+PGJuUjt7YzF7c3SxyuKt8N1rtJToRJBJpVdVT3pNYV95dsS3/EK9UAC6y6ktKKFSy7vwXjLcpoVAFe28ToIlJmqpZ8O1EGzEX+ZPdAPDbUsa7CX7dDU8pEyAe0ZN79qPHAqm7NxjWl3OChxZrXJ42qV1Vhrbh1bHyslgcCWoeCuyozrKROM3BPgZ8M2G4RWxcDgn2y8TSVwkul8B5VRemCpg8mpdXFhRWuxa9wDaxtBTp8EokcusPkfCMgTFKZe6oAjzse8F3ccUiQYO6M4v7qXSnzlmaGpkUxcrtUNiOHWC5tyNy4aTIbvljdsLukU8owPcESOliB/aLg7kCYoicohZiaJtyPSvTDJeUU3fps36m24+gCergBMROLo46KLpZXAAEeLyIQXyzXePTHWEnfywaowzpldaagKOGjBoo36YjrKv23i9akJFonpmFaAMwiAaND0UAWS1qPvwkSjaKP0pWDG6WEfhyoCLnOoCwvNwFZZI3I++xwxUW8xFfjkpX5B0FSx8Vko/TD5fgIdAlM3Td/tToHmp+93FCiRqzpEgyfxOUZHmZNSrIMjYQoUs4ndwi4zw0lxxOXbWUgLsPV3HNiRp9bZbcQbTXNSleiAOTDCzs1khXBGx4QvI7yL9uVZoFK0fUqx56HoAZ3M9yKpxK9aPnLZOB5EiKPHCyHkxqv/5b7XazpEDs2D1xCY1LDiB+0Z19l1RWPniRFJIAYO7ef4PY1RdVNMSRedHPQuI3jqns+p2N/hQ0uhFoAUQd+SpdbXlxtjnHwVYeGVP5OkUMN+/UC2ZjsHyFJmHkPycdM+Dfz1cjm3NJ7c4zw5XvVsOUdJKXsq0oViTmrb0wDJlL2MP6OE8h3QIhuUFLLpBlyoq5Sdsh3XhKTKc/JibbsaEYhT2Z4xeO0WHrezteC2pAsj2rCQxtmtRCG2rjDGqX0GRsmDoIfRasXxkTQb7+Meublo6i/bn+kJ7IU2L7Kt/InwLq0rIFQ7EJOfXiBhDmu1ByjPhbr98phsxAAAC2AGf12pJ/wADrDdh6FpkLuDk69eUsTz8GqmyW8uObiuHg7odRhxHUCVdXLS/IxEn/fc1n9wVMwbugpoqpqy3RMiPinA0YTmLps4u0fbquHOSRDMGfCz2PVH/I1ZvO8H69gUPhWxOhWj40HMtEFv7fY4oCERs2vsyxE1h1ys2+nUZqvToGnJQ42AoiBebjPnS7j7E+pIO9PM9I3yWAz3DgoCunpnwVseHR7AaWANV8eP/27wZC8aA6zVW3qsXnR5zyQvtUPJAmhS0uBnSKxlVOjKn6MHxm61pwNji3coD6hkYYa61y41frt5AA8n8mjnsxCsIwzsPwarB8md9/5m+6qYcT9Pw1Fop4J45xClLi7XsGD2UF4p2kXuVYBY1boIAnjkZa7U7iAAgULAx/YwCQMoP9ibFhVqG2mBdzWwPw6AOhmbKpLODvJjvDJmNUTZqZvrk1x3yFv17F/YJe5SFzGXWtq1JqDkflCZBk6vqiEq2IuzTHYszbDY4VuOI2dtrHU+rTrbP+USItcxrjqpwXZuBtWiS5bAR4swjlufsLATYcC/IDkrUrvjdrTojcJd78YU8P3PcuZcrMND2gi2BvO4XO6wlRmPCoLBPZIr5gDmtwg56lKPSxf+c740Tx96a2BeOFHuc/805FqDskDoHN7bFD75jB4nCCsvDZi1NGsphxCUD5f7N684ff8ChwFxTLkXA4N8aJCoFQ3Wu5NlyBhhKh1alufea4ZSucSexTF5fwwBx+Yd4WPnUZGJmu/YC5OBhzmRfUohjroUvCjEAYP3XhRtD73rJf6Hpji7QFG2aVMXgUxxUofy3wuK3P6KgtQrxBIpro4ixaFCPR2YSsn7PzXbvR2R7LixQLtozgIxXdt7rkMltRY1oQCRF/m3EYN906ZmzjeyujU6apGnY5YMdHu0LsTkWPyGqYoRuUJlHRkbI0SBAXMmJmNIAHGzFKAU0nLnicAKnAAAEnUGb2knhDomUwUT/5EAAB/EGM0Bi+DxIK7BjwGWdOD6Fx/94haBKlUaacU5gYOvatBMxAm4wvaYO+DpARHwL5WHw44ALlFwALE4MROsT6bSaWftH68m/2DTs/hZWdZSe58OV0tYkZ1utqOs3V0ueMGrMjnXY5N6tZdcMW7Fdri2LpqhODJZgi+Xsow7lT1R+2jUiBRaNrLBUvu3KS2Dd0gI2yaISzjPJ/JhRNX5LlR4BKc+1YcqVWz2Yz2kP3KSXW1dicZf3UA8qwIvh/wpfF7L+ouImMZBdpuiuBGlTkPA0ykbDjA4swhIqFVJyHSOPhezwWD4NP0PbD7cZdrX7FlOtkLWMc5SISXHLDYNXkVPdIvDbuHnQR6P9GXDnf03MmiH+SykIJ7Qs1ZW8ytoA8kKguL/wM5qyFWyDkYQCQo3cuuguW3iG0S8SHxMJP/XZhnDbwCaqaC4bffv0YBEqirsohktpcPSYF0MOVvM42o3vjuepAyNmTTqogK1RfiIMLQ+ajF1EoGlcQzEIRHFPXvdhF+hQh//I9uLW4bDCbMYVCvPKYHl63g0c/2vEO0DSRczBamAziwPlfm+UAabnMYSVE0Qk9y2bcQ8+waj4KxAQs0NANCSrhEDJ6LkS+R1Ag9bneDH/jLrrVawMvvwqx3BCt+/eStfD8+sz3a8/5WP6sqMJfQ8iiFmLMg5s5m2cZLxHetLKKbigEgCV5d4FBR+hYLdizBj4HT5KTGuTKXdhXe7d4d8TkQXNs1XYcv1LShKekbnwqrxAVGrfRHPhQ3Lnrkt3FZnrGwpGSs/VWApAJ+476N3VHyMrHz2SnBFRwm4hbMM3aMpmGGULHforMvwwAYS7GxRlXGKLhlplhmD8MDGaIojbcRODhvruddhWYTX4hhwi+Jb9PJYGAN9UB42WtUNIP7cqZMOa+3nXis8EvC1qajobwAl2MS9+c9Ydo8Cy4cKKFdClaY0l/27KtvgPUa/QPDVaLRRbyP0qgA8vxguyBBfa9uY+2Ksxa7weCH6ScTEmsXsuy360lAIqIyf+Q07Ql62a/hRo604fFrRUE29MKR1E/4s98DrtmP+HmtpdMg8vU/p3jSQQKiv026Pydjc3V8Y3yeTJS3T3/r7APVxUVOniH/AJLIHTmnVYacDjTKGdPIEv8G0A75gMgElXdTXRWc+cPTZ6tya7ih1Yq2BCq6hKN5VM3VJhlxmTaB5EyKiBptuJmAtNDNmRwuGwPJVUgwxXve76v8knskq1UtwKGBtfmNiVdMvcpL5J/MFmSkNPZzm9r9ehkJVytS2T1JSgVhyVf6SLal/T/jGpt5jKGPeqcr+ve4DfmzmJfw7Ly4z6SAusf9DMx0KpS2kXH8JR2X2GKSLcNFYTEtjX35wwCflG77VAVEJnlEvQEL6BVAGFIafQ9fU8TGZY+JZDN6TmeYhYBenTfYJsSVK239TZqbn30kXDK8wU0CJsvXaVJgWVjDoyy4pxZ6IVJCR3G5sVUqrv1y7ECJtG+2h1+1Yd2MYDQ2atY50iRBF0ImYxxc+qjL49lvV10pbiDv9ZeQ4DmWCljmkU4nzAAAAC+AGf+WpJ/wADrBnp6ZaH7w1DSjisXS4LX/Gog5D+SSnz7Z/N1xU1iISg5ru9XGsP34Quefg17JXSrcApMXb+jGFLOMcgDwUTm0jk0YAmHmpOQ9y5PbVD9fl4ea67Gs+VxXvyyjvkKpN8ZLQXYLe3eLt/aZXcuSoG8+WV53/pSnuSsxXVwm/HnrghCHDBs8NBo4XhZrYbHsKrtsVHS8Hs00UoZ4504mBqJQfkjweNRpGMq4lO+DRhCDqgGk/s4+lySHmu2SbBoyjDE5OCL3pPIDhGhizzZTmqLb6K2w/VcW/KnGpah7HYERCOZU0HbX2ERoRvDxF72Pz9sGKV7Vq5xoi1+om+hx46GVi3g3iGG2mBMvq9sNKoiNlcmYldU3dgz4MC2U69p1j2mCBYlDQpRMKAL8Tjz3P7aUJsJxTX28Il/mf7JdclDxp+tqu764wduEoS4KAaG26Mj7DoDPI9ZNPbY4tGRjIRkh4QFzQNH3SdizXvwedZeylop0PAjuBVH8QGbi3l5MSiL4HBFQ9CSbe5K3shdgqOdnb1qNxdxlsbirj8a2XWcc0U/bE1ORGhiby+957lusZyN779tcXuPdZBGQHVLJq9KAYc9KAcjXCtP8gpISJQSVmFMzo4oRueI4jNMeJgC5Qv876wbRjbWB5eW7LVCLS3+n+7wZ7CVvDLJfUTbhrBNIj6PTlbsVoX7FmdCC///6ZRZP9rxtLnJZPbJE171oktBUG+3ewsEw9i5h00h28Az91Cg01AKUj4pjh5Da5mJZLBtvdF3aLTTmQC+q+sriTBu176E4Dd6yo3UVQOPZ7CZX519/ZqXw5gF/iT1oFxEhIbBUbFrmFCTktdmG/CxMrq6TX9fQIGV+qKS5z1ssmYqIQW4lzMIXUktR4w6LdVpSYiUHJmoNIpkBA9Glj7esQiMCSzkHghHCOxOFEV+ZOJqODxTqIlh6tC2AK0XqxxWo1nkLL6ZvJQJorAXsgwdHTs9ZqJ8BBp9ayQeeCY0a5IA+8AAASlQZv8SeEPJlMFP//kQAAH93V2ZHxObIHmscl//NZYpC3Fu8EWoBQcrZaGYPsm1W9klN3IEnVKf8bny+Yp9J7WhDjltedTx/E8tsv82FfMl1hyDNu0Xn2wHtHYsSgKLi19RcpgTrje83izgimPde0DCrsarP47fEc+Q1zJgX+99NYqYUvY8aMytsQCzHbspHpx27yXUMfSgtRm+nwrq1h1BDHyLhxpuU/tsTFAawcLal8Vb5powcKrpSZPrWuIq1x6CAfs0JgxSrjJ68BQpyPcNvc2RTwAzfS2hqou+QWCIHetAIHcohVtseEgpUUTmxZ+CVd3RfNbIMPLtFDh4j1xyn+GaJ3EhQ4SznaF9izEovA0tVk2WN7Nrzt2rHJYj32kgMosdJTMOPt1GbkV8dwX6TNnFvc8uz/bzKL8C1Ec+QWmjrGtwDkhL0pFY26aSKnFK9gkA5d9OwXDNVzIVBgBvVlb29YVbF2MSl+tBx4NaiGe0/YEdvh/PInzOLy0zgIVyfUnE9vUc4bNbSpS8dSFwfihD8XAbO4K/KK1HphDpgId1XKPLB7GqNWDYL0GjRq/mBXTpz50D7HxMkwQebuIiSi8vIa2Uw8HpKISlHga/PSDYuaTlrQRWCiu0q6sYO/My+9pJD5m8KyX5/2qk3U3bhyKIwskKkrxUW8BvWxVDJM3gsizUzfKj71iz4pCzP0JoaP+R2/ppL7ekdIaplGRhFFwkCCTdOjfFOfUTRpYmxLBX9DdpCez50XY4sBdEDwVrUpDrcaUhRVTP+/mj+Cl9p7FFvjPVqhyXJXHv9srNmc90oGeYGbqCewE6pyQNvYVwXXx/dyvkFLdebfW1qDTHir5MsyNZ4gFj7akTqSpimWmONhWivWbvXReB18z1w7RQ6vJ+Wkzaq0u5v797gYo+pUCM0fGXiX2NTA8x0D2vLZho1j7MWyhpF9OlYXOaOuFPKZvvOUmn7ARaCDI3OooE9JnUi5qDBYpEqPeW7XROWpz9EGhDkI9i7NTxWZon0SZZhTY/FubvzZaE3u3Yoxh0HQgeoK13ij99m5RjnPrOX8UhPCE3cDHv6Ai+j6RoYRAXWJfCYrvfu6HB15uuVrDNXQ0Qmi2EL8gC/9cioL5JqPXB/CLK7wFFALdEdbp19593uw5zy+AXlA0b+1C/cYjLgILhgOnlC/n2MmFZJi3P868AVnwcw0Fp4RAaBy9VV746h2TZZYh7ED9vIDLGXaGhtOh9gP2ixrhL7YePp+mcVmQsT8wf7SGwgQM1+zV0Vnm73++cugRXKdV0jsUj8KxfMg4a2FDls6AIrsUDXIU9tqrbfu34EOHw7/TvwmNPpCeNkGqOJ5XQsKSRig3xzzM9IdS/rVulQtIleefZ+kf7P+1s0JPbA1MHHIAMbf17Eq/8Qzxe4WiAnvfq7TQwb7shY6EgE74xUCSUvDgqFbcTMahDOFHlts2+1JCNQjK6ftLRho14kjEg83RJvIR1sCtXP8G5ZWGmiy7iJwcXMXUBuY+j+TqrezfTIKs/tBPtTbCxAreEhB8D3qIDQUCxZTsuosSAL/JBfWQ+pKeZwsWfMjdbpjJ8wAAAxQBnhtqSf8AA6w3F5uWG3C+7H6lnFbzw/w/U6LUJsA2452HhuJ3XxiieiVpEVZNCwHRVJlAHcevBLoriTvcKSGo2RWTFxK6TdthmRRlUtjF66T3/7Z5hEgcbZ5Y8Aht5TkcvpI0uUT6FUMU5Udw8LCAbAe4K7VprPkD6HnBpubnO3794dQTal0eYCnEhfG1Xc/9+kHwF4Pc9C/9Keo0xAJ4WjgebI+i5zt1o/cUh9FXFEcl/+J4hY7HCz1aj8E3JQCJRSU13O2ja4B70NW0VQW/cKgNr/gGMUQqRlairT+EZkzxrKr+Jm9wUt3C1oKkzEH+noz0iCQIzwN4Pcv5jspEyVFRyFrhxarYc2bk12Sum6Ljbg/x59m4oHAeyFGwuGffeakFJse2R3WiHd6Ki23j5MjeyWiPQyQxBl07xqLvfT0O+om+7DvALY+9qIj4hS/9UNgpRlyBGaIdRJtpikW84vkLI03DWE0xkDvrmIwrdqloR1kUYckN7SKcdBGxC9AiSBIZeQE965kGVZmS9BND8y6qyAUnLH3yV1RIGxMMFdUPAwJLheSqg2zGhKIpcmR3xWXCBIAzfR+9ZunlJjXW4Vm1a2OviTeoC1tEyYufNDr7FgikLXYUN8E6cJr6DuwvMlOUHR6lg8hKgCaPYrCA78CBX9At/FoJ8WGE0zRXRrfHZygAugjf4hwe2quNL9V8axA+ogHykTKLD0SZHg5bAemJEDUwVDEuMUqaFpKWiDViHbMmXEW6Btw2Wn/WRJFDkpJnr10F3v6VXdm1GrcieHrqg81SiAEJilaT/qqOOfKF0dRLyyIm5Dc6vfCn+2iQIzreFrjWAAJZ5MdCaak6HbCwFqbI7LzWPYWAGhokoiAabJGAH/wjjb/IYe9pSQnFwY6LEyAjZJynAey4F/rAu+VMhpOfG/HYDadVi4QCYN700i1xkFad/bXaiKyOympvOuUhafIFiQhNK07GdjHEA80qU12Bmfq1rSG9MX1Z3KEthITTax9DaZth7WWPFzklb6Y2c5aGUMQAghkiL23r0kAZ8QAABPtBmh5J4Q8mUwU//+RAAAO+JZ6t0992Swns+tddE+vMNujcpX+sE7RomBCi2eHDN8XegWEaonsQX38pHcEqwLnpCZn98/GJbJx5FgBZobKu7hU82g1mmt8RJV0GhYSrB41fDDm0tdvMR7kUOnpqrnloQzFVCG0oImefdASO4oOObVB7X8zOJfiE192P6EyWY0DuWSR7vDNNME8GYash3Smrbs9Jp3TLITTRSxVRRanv72fNjv+nBydVKaq8hj9SGGZvaWmLZvhL/3D9ailFK5rmkaMP/deiXwZDYRNUVJ9Gtx9Sh0ruQgBzSaACa77KG2+QUCrshr/r5aSO4XJ1LiznMiQnmFwPQ0oPJ3Hv8QIPvp6sIqpW6uLAz6Mn11d4CLJXf6sSDIGozWZyDYXxQrUwfYfPAw9NOPMjmYyEklYqnvtHRuxSfk87S1fXxkAeqdsLKQh0Grf93D8btNjaOzvDPGd6dsgC91RG0eDtFzDbE83FihoLdSArCdd66BTfe5nltoaQ4wQh5S6FFvZLg8itLWpqfrlTnFe7wrV/wpIHqNYZpqNBNrjAPEcwPC2YJnj1GoFtxcTfcJmZWL4NiCqfy+U7s4CoR8clyteg1vBTPIB/lrFbWd7DWMyopE3GgegTOWekc+YHKwbOLgfnrk8Xfbp2uFsxZcrhOXIu7HMQZ2zyqybtsL4UqoyMACeOxNlSBTVRppnHcHT1aJtn94i/9Yy+hwuAAl/oHhiOGvvW/M0BB8MdFs+/Xqa2ofo/CiNT3+E4wDY9UAbxIHweqpjxZ3jKwY709KASx25N9q4YviigEZ3RHO+EvgwbxN2kduu5REfe0F9cnSJ17i8si9svq7+TzGYLV/nVL94iHjWC8DtnoFZ2fSxXts2B8jpANTUjnoeI84DwGp+0CRjqdI6efIvByefPgeIB+CdimyStZIgvClTgJO08Fh1+eeX7SlQGQOd6eArvXWtPkDyqOrdcgtJWuDUgRDl93o+c7RnoHpu+utcayIqIhmi6uuz1scDWfyWpLgSp/bf2L+gS92NIoBxwTn/PM1Y1BIn9u+lLbR2iX3lG9vGL7pBgx6zqbf8JDRu2viRdY0D9+kvoShuDVFV7a4geNTybbYqIjQ54q4PCC34uPZtdqr3/6Z3OrvM9C7gOi7jyiNKgz7z25vRSceQzNvhfaksonGtH8aKR0r4uEMbvSqzmz85wYV6qUvFR0ba5Q/ISuKeITFceo8N9QeVCMyfZVDPShGJvrdBcX2+QE0fA+RRujZL9OzNZCGOfkaa1XyBRQGDbtqjyWzMKj48S9uabdWeLzs2jHh7/YpoLivwD5PO+Tx2VSLparikJDzKPPovKEdN7LRRmNK9TtEttxly24cVhQqId+1NSeD5ieMM3+sT0p8Ujdkj/r4TRDKaPQMoipAZMVImJi4URI9Gok8UgLP5WflxnjeP21LSz9qf0wIb7JnlS+sRrnl+Ru2PYAoicD6JoJbp8ogBUD2MSrqXbxOIPzdz2P7GePdMi8l/7Hcr2qnE2bK8cewEYFFZ+sAvNZreqXgejildvp2nrU4RxexM94ufsOmHGpCsG9tnfNHpNRFaypSraJ7MMX8xX4qIWjz4s3bmxlv5T9Csri6f3xpx6jK/Iuu3Qwd0f2MMfqIJtj67Sr1DtndP8bbwdxNKEfSf3ESgfJITWx9Rt97m72l70WWUAAAMNAZ49akn/AAOsIhX57f3YTS+3U1ysdTIC2yyQi16ng8kVurvG0K73qaIwPP61bhp6GQYzJKZmK+ndQzWP5VsS1gcbWnpnYkXnBd1/ypudxvfxl6WfFC8zBCRszdjA4HH1pOBxs6e3wJZk3v9UuY9o4VFg8d1sWGx9JED0DoUEDSTRG1TlLAj/XjxWzafN2fb6ooZkQuSc6oMwE1JwbCS3EjZ05d1uPNG38ncTyADRRDdOkhVWoTzaihN1Qj3iW3x0hajupfWnZlaEeXPehJQGsfyHc9uXEHZhhcu0Xlcn4cfAaSUUPvT5d/ZnaykPRDZzxRxFZeRzMysCqvkoOHclQG2yR7cacpyn/F7ebXJ1LMpM3QrWNb5irpnhGhsetxhtOqVqP4G5G5WkwMV3u1FZ60gmA83eE0tpObyiuMISWQPMryyvnVCwUHYwd0qowPghjiVz0r4aO2akSOjtjS2gBReJhA3EIpIHdcziaTkV6Hp0A0jfTLU2qSOrjdc05XWosWGqZEnTGxIkOeXA4+v7Ux0JCwWgCq/VHwfPKvM3U0o3OLTVWkIghcxQQ4uJqQNZgefH5yeeNWzTQ9qdVMdDia+6l92KJI9/ko0ggquizLSCo5SBQ8zNiRR804adfikv6egYEv20F+Ku0QPEZm6JY7cDjpf6vc+eItlpNjrDieFQP6tB198eKBgG5ISZQ9iWQeIANfHbeOOr1Izd9iQ9nEHCfuU1eLinpnwajroJ07QhxeNuP/UcUtZkq+a9WoOtg2o+WsfuEj5aUNYWJjLFvun3g9Oxzp4DOHr7Zl1HonNDUqLaOrr5HvTR66yzOPxK+xI5bzm0nwtke7neBAbPYrYgLvX9CFv9tTrUPaZ5cYt/3uZaHsX1+7x+f/DV+tdR3Js+8bitaJZC5XUhM8V3yih79adXLPURry2EiFbFNQ0k91BVArEdHc6HzKwC43XwxWwx+ARsWeqjU7uypOR7qxOWS+QYaGK8VIr9iMZEBsfwgShJo16GLoqkAs62pB06o/5E/dv7yPjWGQDpgAAABdtBmiJJ4Q8mUwP/5EAAA9Qoh3MJu2G5X+K2XqxEHnH90y+tz/7QZ/9vZGuywiEK6BHvj58yLgPNI4+IgrgDtvGJk/M/mR44elxyMwvxMJOwnh1rRvils3IKIV/xFCEwWd5cv05vew0VegrVdbooZv+UFIpHau4S2T+EVZF7WsOhR75yXc/36VUcyhdNnu8wR7XD+P/+4rvDdgouuiJBisIUO98Ahbyj+CdY2HZ6Pxo+yDbr969XeL3VXdm0tlQyCDCL9PcHnrgTkSUGHxVrDYKMQZ9djyAxD1eapk5j8YahhyX1wt3yd9hI7xv0O6gCfkDocNs3c/Fw9oPRIT4DOUWMytj9XMB3+HvXCXAF4j8NyJmqs2ImQ/ibLRB/lun1+41tHpdVe3PGEiCW51oAoC5nPeAkmV856qwYY2azrF0ixsyGJFs3eItwUlBtonXOFlUJha4wE6FVbNNJ0VLdtmP+XHfKlSYYiYnkXi4g7msZC9GeDPBbWZTpmfqqxGhJFkLTidWo9MQur7NFFWwQdv4VJOA5NuiOUghjC7+txY2Ukah74N+nJ7TgQFgQxaUoFZ5j5O3XgoKxCK3ho+6QELcaVI2xFgQOGA50hr5u5YE4smdPs96AM8PMJzC1m8k4HNaINFfH1DMJfCIS2sUPjGTeOzTgV/mEYyHIOIQ7Pz/AO1kxJJ7ixHBea9KrxqCQumcCz5s4e3Cfj6rme2x98brg3Qbg4k+tjWlDbb8sDCL/l4QwiJFb6NZ2j558SXPhamtZWUFhOr1h3cG9mYqjsGAnUwqivqx+SvMO+HhiE+v/Mm7t3fqV1eHtP7xZscTL3ba+kRRN09XqfkSml1se0cWdpttYMV+kVH0PIcGwbATm5y3VCEJ/66Tm38kPhfz9jUubJKjiKDGROtBo+EugLdHK7ypUsCSIEv8b3u4AZpQhwCYHwPuRjriJ18nnZ8pgT8fZwusow+oC1t0BvOpZAa64V2OWOcacCOWusCTvENZ36VbEKK0g0vRpklloMG6fUy6Axckk7c9ysQhxXqw47TlsE7ALvRqlFqUyaC1yg8O9gESjOHB4fT4LaWn/v2rSk65ppsyYzkcWbCrM+6COBs485JSpyYj7RBVTq/RwL9ZpDnzH04+4+3AKpgJ1dMfkUN0oTSQiDXjPIkO/SE8qXmQPMoK0nk83rAfNonHVfKDjRGkhL/xAhk/vIGMJCrWV1o9I7GFP1RAK3NTN6c8hhuX4wn6vRbtQtxYBkWn3sREzXRL2+ldTPWR6nskpJwrG4bLYXyezyxazKtMUt5NkuL5MbLJwzv4tGgpG6RW9BMrr/H5hiuDHE1i4SU1kqXwTQHhxygU51XdoFhBJQvId/MVOpy2T2st/jS/9deUH1Ytx6hrWkLNkJlLHyFDdjsbsAw3BBFtTYn6q+hvqzqP9dX+nd3UkPp9J+yDy5liwdZgc9UwB3PFh5o5AaL4g/Ac06m31ud9wXjIDENPxaQGxcSejJOa4X4q9B+XDQ5u9phuuBjx2ytzDHdXCJhYoGyVYHa2YPbdZT7QjZFHf1OQybVQjOHW06bPcDpgg+qklKMBj4YjFpxxWx3B6UzwkDf/OClRniW+FNICaMzPamTXe+oMBN/Bri4wt05JA5nWCscmLAccHeIfR8xmB71rWJrucaU81/mSXlD3tCo3u84SZQEfQz2ylK+Gzg1TT/6BfpL/7jmTQFs9hQ2yq9K6LzfnDiwT/ywHfW4oLbatwO6XGWCzn4RM4+LpUkk7IvrmkuLxTH7h9pPXlxYOB/I+nAPy+8gw8ZKfHNKNGles4/aquyabMocVvO3/NUGzdzdn/t8zSXvzpNtW1lVTi6289GTbY2bAoHM7e3dUa80gofd/FLsbrwYBHIG5bk+ApHvjR4XxDcwK2Fv8g1/mS6QkmKqkYYExfZZ3bwI02IYXWGmKUYH5YI06T0azP2R2qjzotkgI8+0c5XKzqCmZHkSCO82u8f9F1YOsG3nWCTWbj/AAAA95BnkBFET1/AARVizK4fmpeY6n0w5n8DSWMv9Z9n8ZyOMv7de+Q7hTxth4meRxyTS2izQjqP1G1WrQfYqzw2DDhV/T82trlcZxEsOM0kenhn7RFy9nlzB8lviH5gJqFenjqe3wk/pyXFpUt+T3TOt+9lkBE4ZA6vWVTqSazU22MQ/7Vr5+Fo8Wcr7W27ojXPIt6VMts8xPb1L4/1JPdhPs/+o1H+iOvmYhTlVjFeBotTo5sFOvvwPcw18RUgDZsKLjS5GiDKi74JVyvPLhQDKBJPV4wpQ8FRcMwnLJU96tVtf4TGpUOENXtXbn1b9RmXXFQ0lz0PSc3H/S0gtRhXJ8MzlR0EHPpclMRpuRa+tL0sd7z8yPxR+DTTa9+TbPYnEknhtGqoWcGwTkTtNrAzhDdhjRZ+KKN+4h2YkZKFup/7gCNJ6V5HtKz0ilOliMppBPrd7FwKtYyWp4bQILfSnSZfZBchlR9NXnM9L82/Pn9rPlJ55XFV/C30h0rNciLXlwto75QtRsEqKimRkrGF3DD3RdhwJKAtNXEpZ5UwQljIaKtGqWUWSr8isOnX+LpABxh0o5imiymUAbP3hIYfbQSaOFRYIsEgAxIwvhBO8nM/25rMCOKBKJ3JtptzWKyAz1bhKJ2fsmqpK0wprraOXk1h+fCRe1XuX340HbjNwygRPezJVtPXcwE9Vz+iSWKlN/9t9FkgYlpYSFGdNvEz9+IZzrw2xDplp1duTuZj/rpaelncDo04OpKKxcNjkPHsBZwa3nwLy13tqHfqIfxR2vueKhvUwyYlzZdgujAUPX5JyMDbiixF57u5V/tsTR8MGuMMFgQ1q326jMq4yYmKPTkJmalqU9Y/P465eK+H/4Pvi0950GWwPFcyAfvM3RaqCxPvlIQM2xZMFP2tiGYV1BsueaDdMuBwdvf9w1fPEEs4k536k1kXFCboe86PE3WGX1YBjRqaqs6yF/6wle0fu2icH5y7laJN5NvF0TMjgXP/O8Autq2orpo/gRZZ+CT5/mSY7tVhWoi3glYskddnd71IWNXEQ+o4AT+0Ssv2AnP3QkIIuZKuYtKvVgQArKRRAsPk5I+WNKjGBdlEtVy6sb8oMHW0zYwf/6ZPiqXDzMxsGYuZd98Cdm6VcoGkMuqK2udBRYcE+IZiwJJyCymsovpV9hFAWdj8zJyznwlLs019qIFjDqhXQ6+ByjaKawu2hjeqeqlkOodHQt9K/ObhVA8ZPTJm2bxifk4alCvXPaT2vaCubAsEM8VFkk8AN0gaww3xW8pJcOzxUjIvb5WBk2WszKRjWH5dkppRbCAz4EAAALQAZ5/dEn/AAOT33CmCLQYlxWxDycGbdWHtDybWW9WvUI04B7+QhHdT4weKAab/CRnvtHglTNY5QQBjHTnuVOBO5wBTclg8tPs0LRgbr6xOy5JYADRFWsZyBgnXB14KNsEp5DGmjXgvPFuDNRtbq/WQkAQol14PHqBk6pTKlPagAjY+rxbFJ4hiBwKSzNIS3SFOPcK4QYZCRBH69pT/Ty6NV9moKI9LVf56Z8HV+Hy2rslskmjMWcCU5Jqg+cIb0miBOCyDplFoPRGC3rkr6oEzMSuc7Ez4YiB2dtCR2V2AfNtj7YH/SecsZ066/YHtEcT5zYCFC4610Uzlq8hDyQdq/L5t8ZVUld/h1nnS9oVCqeAs5limK+xA1bIynZAYctPwsbT7P9IUA+/Ly5tJs/20Bq9cPFbMarEu6PHTuR8AzaNJDr2IJCvvqQ4Vwn0RAwlO8d/IKK1waAdxAO6hDcAQ1DxCcwEr6vUbQm+JQ4kFlIbz1b3h7/LasM1NiZMxgDFxigCXW6NfUAq1jziCo1HOGk6sLmZwZIf0B6O3uU0ZdgTiWCCGTM3WQkPVH+LvXYoCsrTweZw5nJw+OfZt0/z3Joem7KMp3HVzE5DED4wix0CoE95lw8ef1KT5fxNRV2BMY/zoSzllgwQT6aqlOFZgmq6x1D35imXa/N8662KKxxhih2U2eszahH+M85Q/yz3B63Iwv2Qm0ZEchGDPowa/MoEWj3oe8/HRgT5pM1ELVjM4Ky/Ea6MfG2//m+71osajY1zD1q4sMAT9R572Bxb0fnU0r/O6rOntXXFWmNEUg7QfszUvoDpciS31ammHiU6ZuAT2kP4yfj/ImODvuAVqfkqCnC6lf/8eH4/bhZqApcQMFydJXhWK7kXqkjhSThTuW4r6xEVQgCJ6mu7h5bWuYhJirUyf9j1kV8dplG9q98HgacTqVDtQl5BEBn8gI+AAAADAwGeYWpJ/wADmJr25ZDTMdr945Vn3dUdyVqD9tjSbepc9GEX6FKjLxc6DOwj9NVfk0fxnijwwynZqDAsY2e5KU3J2vSXfGS+MqSyEB2j05W1/8u8kV0CnqdMSdHBbL/hrBRZh+YkJX46QnoTbN7rWz2px+zhIt0Gmo63ssG9P+I9YbtGK0Kk7TQOM8l805AYgD3hMkK4kTMJ9D6Yg0A+L5kBZpW3X/KLqh+6RqhR22XAiIDa6roSmsjDZh0mILZw1QdMO2N+Z1IqeYYSLeObW7Er8mZtLlLv0v+bXuy9A4wJTuKhG3UVZCIJE8ub7k1v2HVP1/5iTW+0BJgJYcaNo6fEfBDIzgabSl3CpDdDTm93Qx4jHwn2U5w14sfjfOZixmAP0f4y7Sz76ovB/k+zW8GK2lIOFE26DHZPNXBEvANr0MVHCpmEtY3yYRt3y+LKIdeJU3HebbrRAC452EN/BvLNP/kM5XwM8cPa9y7mtYWzKr7ozu0rtr9viz1FW+OsuevfdcHZ839lodqnlGxd/YO5i1YmgF1vcBuTAU7fWAvgcITjVPFqwG8XcJjIh5ISrffbBLPoOq1yQ0LJQTKa0JLtv89nwcuuhzyERLQZKdrVBTYXWNXH/ytw/wQW2qmdG5rMi0LJNUyFSG4mBw9rJ05c6qdbFcaD3MSf9shGPSt65JB4NMKzaW88UA5OhGTfR3g2DU1AS9+mj/p6aspvnwwqZgEXPj/2vk9L3t7kGsmBf6UccTw5UYJ58/yNv9ybgY3Iu1OXs3sUKHBdSl1gVBU16UL4khF9QT8cHMty2uSUFsYa3YHoW+eFaLTyxLS/PCNwTGf+yFD9Zjoch3HOHTUgyz5boirRG70hVvm87dBLYbCTb/+qvFmcOJa/HFwgL4FKBcNgGUJvP7gPWojsNK+HsyaAMYKq0Vet70rsapf447qWaAiBKq4DIETO7JhmdcmY6SbWQ5WzUiKpvKkeWdY+iM4ohC1NmpDu2CM9c3tkgM9lzqcSvda2FElE9v5YjuiBeQAABMFBmmRJqEFomUwU/+RAAAP5dKSWGU1dDfgUkVi5I/j1EOnOIoJ4h88+9ftC7TMsSoN+H59j9pX3pxtcZG+KpbEprpdGQTeZjB91bCGM8KBCu+2FaubXwa+Nb5o1iln1P6tovUj1GPLkBaDWGxqW64ULp5ql+E2VIA9oowalvNCVm7cqvE9+pkFxSVP3NmNdYgkqL3BLNCE0Db9LAKwENbpFFXTQmP6eZM0ktMafsfaHnpuEIeYSId5OHxA5eBZtkna8HvmhyxeLaNQmiVIHGYbHf80P9uwby5SluKIiqs0Fi1FnAzW6r4gKBjffB/+c/iIYjyh/3nHP18SuMhXYYfXfuXjYOQRrX64ajYqqFCBx66au/WkJ7W1Im1D7RJyHrsFNafEGt3qEq8m5t09yQZf8gvQLEtoTS/CqAHQbGIoIGmCp546qQrW+zlkXIjeqtfeehkEVTAKWszCnL9FQ+yDCdgfTChLCvW6IowRK7XJ/ZJpPTnB6KWbPHa61ajMOb2Wdzgq8hI/TXg8BVcYZvoBl48SWnMoCjKDrGzquUBd79QeVWXRu8wKN+RlgZQc4hng67NB+U49hz0FAyqmKGSQnds3phjCVGoSsPt0Az/NtUripWvW3R2qJ2fZCTQ1IlFqEAHlG3HQPO3kwPOLT1bVIZpXZsGcrqQvcsDbYEBaX6K+bp8QC61zjYC0Dcf/NcLoCf/m3HOZxqb8PgMLeHzy5Re8uSHQNkceigW90obrypiXv/UKnsgD5cj47i96jQCyZebwv5Rt7E/VmwlxqQRKcgRFfubbVTN3MmXrZQj5mFBAh08/915VFi7w6fHzRND4pr9t438D1g5XHHib7Xx8LC0Y3v39+wJ1kSpCMi855ipVIe9Qw1uo4HnRCynC1IC7Q5UJTXq/XKGmHg4Ess29jroc62jjadJ80CNBnXdLdcIuoFSSKt/y0ByTWnUnsKaxWxVSSzgsmW0fSLjY2/hmPA0PM2e2LJ/zx3A6VAUSR3/lFzzSslFCq/WlR6c6kcvo5dV2klCXISAVfZCCxvoJeiyIii9doQD35kR2sIqd8XfdEFviveNygtsPV87KmL+B+/UXCbjKi2eglxLwHxujzROyJ3t0Cfd/Cbi54TJLMbIv0hzhJfoogmPjKPa7nomwj2wn9YryuVIVo/kRz64FZZJLCbvXizQArPyCTiNRH9S5WyGF3pdypCLOhC7x7DGesGWZFimPT7lwXT++psj3BFGH5zn+ZCngPtO7WHTlFa1uOI+8NV2mxV2kJo1HsqT4qaxIfwDqsh00LJCdIp+nl+ocZFH9lFf4DmEqUC8ATcqHP1R8c7BWQYH5oEDzs+XXVMWd4ZED73gKlyAPRgAyvCmWItuSDbyb9iMC+okHk4KhGENaA/veB8fbMe8AzUpqdcdE058HZwO89J3/mxzMs4wGSkD6QYopyvw3LuICuhNRkRPupfS+urWDgKurWSis1lPMw+dejrwaz0Cb+3EuQGvy8Qbmr770a1FU6djoB52cKYHf71mVHCCqNZpJQ6VkPScxZ1vhWHcb6KDYtO9enNuNCHZACn/kXNYVDPkqGTFPGLZhFM3eU9UY4K9SXYJ7h/b6JLia8VDxRy3AQTVwXgAAAAt0BnoNqSf8ABROvcH5rOzT5/lYiAIvp70lUdNaQoxfb0igUiacjI74dDBeO6x2iVLjp8o04mOxHMa9TCkfyPljUwvdVIc5oSdNA/WrUON/6xU3XrDHq/oV+zZjvqqOjq2lUL9eugdkt/bEamUrYxw1i6HKK7uyeihg+urlk2k7gDQ2Q4jYb/y0vOdnXv2LvM+9NidE3PNEZ2IClY+vmGaEu6CnUGStY9W96pgVZBZo5/aIY0zuO6mipvy3oqcGYtveAeKfQJbXW0yemHQw+XVaaSAca67Bfxze2J92F/LV5swL4Imq5NOJewbD3Zqinw71m/CgTzBXT0ndVg8X358FB8nCoTdGhYmzYtvJemmwitzvABXN8XkPr8RkLIi18MUxX+CDKg/jyU+R2HIddSNSNEFXnjoaM1DolltWTHl/3EcXbmizuc9YrxP/cCyVcpSQSulg+fr0pKixLZSvGkEJOD9G0sAN8A1QxOkDw8yvGWqFTKzSt8XHqr3r25CK+6LVmk0m/jh8nFNazUU4Tj2HO6IMVUvVEg5rh16gpkl0ncJqmZ8HAL3pjnEXfRrxMivGRiO2caOqBK7h9GoWw8r2IjlXc0wSHgu1ZHaIYHMY0GI5jwKfZ8NC2Mxy/EWk/IrCDDDmOxDDf6lxvi/cYGJXv37Ps1xVD/sTcnJlPqVtnDTkohjqSBQKPu+xkgsnFVqw0/y1NKXtMCVxkgP50dzCnSdzpnKTgJunestzfkWp26wsu03TplRPh/N2i1GDtL57m/sZxAX+PqqEnQn5j59ySnRFTYimprt3SWRecSqoapalxaB68pC/RJd6AUaV5wSM2C9VBbecxGAFC3jzrkx++3HTjrnOk2FY6vuhr1cNyTnZxKm5/CUzqRjR5y1Sd0aC4Pd1B+S0iKNSR/P/o/0SfwnoC04nzo1gMcVKykZ1r0dxmnilo5QJNvXZ/14JHFeFFq7MgQYpTAvsHYAwpAAAGf0GaiEnhClJlMD/kQAAD6rFzB6G+3jikXjjba7St7kpvoX5T/vqU1J0GYzSO0HSCQkAl0zGw8h7yk8km3A/SP7FutbaQVniGhDHGQAseE09c7ugb1nFJ+zXezf4IBdfA4VqsQbyb632uWu1CAlQVfYfHRRRcT/mqAy0Dhy6vkDmL9/mWUqgXXOt5ga6lJG0S9t8Lp4KErXZIeWjXC2W4l2072HmVi/txj4K17ba3dRJPxClAPGbRaG+OnUls+b/pq+A3KAeZyECIKGuY+qfKdRIygpCf0EoiizBY9o0RABADc92wJ+933yjT8lBL+OKdKqq9qmhA60D2Jqq6O0pFIwnjKVJPdJ2WBBff0NWPhUyobs1bhwZG6vrLdexAkTUfCkjAGvgYMqO4KRnBu4F1cyIsNDEtlPA8XTYqw28x40htjCPCCQ4znoAQOIISp05DQG0SpYIz5eRPm/OyShFiijFYvywNPgE0pFsVjzqVsbaMuijMrL3RiEP0teqilHSuKOaMFqWOMKCYoCbVNUzNFLlk5qzpmATrbh8k/CwsasOLny9GFveCkXBHjlLGwxhCVuMoUe2taYdIJvewFIrHBuoOeY+IVDQuiSKX+/lll8+AbUmnRO6YpIwYwHzr1bgGIebKl8ZNbE4Mk6WHbPbFD2gI+8M0a4Na05YONnl8hLaK5riX7BdksUYAw3DCGPeF7bUVnxXLfwZKtIVSOM9jyyFYpRP6SQZzNAexNlfX3hGkwD9IzEm+qr/v14zEph83esnk/qOeaOWiEvbI+av4WXBOPcMz8Gny8WelkUxyKCBzCNWmqOz/FOTRp4kXjAmofJwm3M1RX7+uSmKFSa2soB0PR7vWQcG8xLPUWT0CFxnM9CdN7T2jcznyTlLUsy/4ACyiuUuDeJvBCZh9X6r6dX2FbVs98BtPAO8cfPsWJD498wN1mbVVWisX6SAFS1nM2J6BkxHiU1z0QQ1JCxcbXre1R1X/oxFpFtr4QJqvb0OjIfFDwhSFQevzPuKVjus2VL5enES/6koWNf/6fH+o53xzywmj5VCzPLscuOMvQMbDyLAVhWZPACRPz3PYbcTiiJCoIoNjTZ+0s5yC84JmZ5rFPvkU+QHYDhfvWHZbCvrOrWZhPlSAdi25vdHmjesTStGF7BZ5fdwG/5/tOJfv2RWsWUgdT5ITF0Elviekad33JYMTJx38x9J+Zw6ZBcx5BLdbGFkMzOa866Sh5XtmuLHG7/z0EOVBekJc1MBoZK9atslWtvIUwRBcdqECRjB95sNAR5eytssiOCEKCjfFKlSfOxXA8oHm/puelrRr+2+p/tvkAMk/mR7nyBFPChWYDZllDKU4uU9cnyyUz47m3Vp1I5953f7sOchxiYSzaVp0XySpLRdZBegH1Relrchzg9TGYEffc3Rs4ilGLQvGuRpip+/yhrnuWHpJzxxC8+ytRQDdyZ7lJJKnKldNDcxSrwzSITqln8jcAEM0dlsspfduXpz2iuWGTcP2kVeBuy16GU2bf1ZiUTg2xwCV48Llo9zDMUSDCdT5y6VqenF+H/5f3ABNB2kM2oXiQQREJvTEKd5G+2ooB3Swn3uamACIz+/FpQINExUhAcRhuLaH9FrbcQ/frXtp7l1/rmSY/HzD4PY4hMNowoKu9CbO/a8P5JbAWBy0A2pX+Xmsgcbi9526haowlnetP5IgVK6LPnQV+i4SdOs5v5IJ6epz0FcDiqD91hnOY2la7SegxyJeWg+eHDMx4x53DCeAKzjeUndfjDgJ166HC2C4wWj2c8lCDhYySZs4GGw8RbH1R8N3FS0xtyJk8ZfkTYbRj3sFRzHYY/XLWItqlweLorbYCgr1aTlQFMgPsNNKKYuljVa6ssDTFd/3/K7IjvBLofxjA1St/0wI45H7Q9NJ1VeoDh+gAeY1tXFZ2CnVzGePOwoLkcTAs00c+mmF0MTUZ69ZATeET8OysDlMvPvtJyn6Fu9LklFfVDXpjJQGySsCddmvw5bMQZDRcmlQjcUaJNTfMGsD2IaRjgmlGdkPQGQkVOjsdPab9GY+t3lvlWNX2ggLaM29e5jdaXb6ubcYgF0dJWWqHK/LdA4W81aXnfgh3mA5XzbILO7R5u/Jf/DEwVqIDeM7xFq5BiRsVC9jCE4nBosz3Ud/rwrLjaRQjuTxo2RYqgzh+Ec57/u47bVG6/UdzHB5FI/ZgagUzk7V95WqhbUAAARgQZ6mRTRNfwAEWcFrfKz8/smiZYurdWVlETFzZUx6xZUs/eAZ/mU2UqrhwlIowe93GgmPBLdxum3fSE6itynR7BGUyOuDOWIBQs4P6kk0+yQYDXOwBd5OXSyWpSv6vuaCYaEh8t2RnXASXoAGAUfCBHXHnSP4wcKPJcwWRq5pEmIaTr7W8TzYmGL4KJd6oRhvpWCjbD+BZvFF4LaCYqxcmCv05/OVpvHyBLdCU8+jOeNyF++nFOy21W7reoB4i7Odcl99iFfGzYfbpV8L2zEjtiEC6THupOb8paAjWsjWlGCAYNd6HzIduX1Z6i1VRZ832fpjtQVmp/TVo5sWD162cZTNrBx57PzdwxtJQumbjgKpaL39ZgS7p+3DIPIzph0MLoCKpBjaxiEehJZNmjo1oxm8CAVfUV0MGEaWN3A1zVoVc67EN5P6TWYehOfKBI7SsifHtc3FhwiPGALG+NWnbx6BUL0hNpQ/c+1wQdfYIkqwyuVeYS3NFIiEr7+jzpcHqaLZWrB4YlSQxpvPDCa/0tfX158GOnUnd3JNaPTJlkzHYtUQ9U+VqgUEwgLNb1K4DEcYxz/FQUYDnEdY/1YEPhP2UP60XBJw27cbLbLQXYCLhHQiVlpIQFwbBcXocxU2YnCy25gWvZdEwGBHFM7FPcdQGRL4ofPZWhrbPEltLzZAsNExzQe+f/wWTj+LaayVBA+e+sjHgVZlF8m2dhknpjuD/1c2sK3Dc0HxkDZenxe7M4jIXsNoButHl97JhOV7IP0yx2zBrtGXiMm+05/9mIG0vWoZmPLq8/0fzcf9/TeERyRB5Om1mGzUNG+EslIpaCqsgebnxfH1HigFvCv8fPc7AS62rIfRIyIbG9ABZx8QxvvnGElYjRPNz5AOVcUjrNMNVU2HzJ8tClO9XsF805Cmgzi8WE7NHr/9hCZ8d7qQcGP0pLdlwWEemWNb8NsAADABXGvnKBWox7w1Ko82gbcX3rpliI32TDNBDwCTUDiA2YzizgEZarNBKVh1juJhXsLEpwBEepLIbsvnhL9YhZuAQKLHplvnRpPrrHeP7118vzQ9tUWtfsm2uOFv7vqFinWKN88t3YpSX+fbJsrac8dv/LR/KzlOcyAI/wbhBW43tSzVCWLiCdiwKdkBYDle+GMRcaI3j6eWTSfd6VbT03YinZcMWhLrVwmtZGpENMT3FKPhd8fBKODoZyd82D3xLgTmwD1IX4XwabwkWvnEoCY1A1W1ISRXgm6h7n5+WmEIvxVwUi6y1VqO19YHmqjXPa2IS0OsZY7OsqLDZyCNc5iKpcyOz+SFG/iaVbBub5aZVVRYMuKpRCBBgsVBvu9HkOan7RdQGGlWi7Z/ndKyerEOK0LQcpaUysj/tkeitHIewcRe5U8WLDD0pySwfSeobd9HYq+SEIAJw/5gY6bn0Bq0YGmBtyD9EFtE2sWYoyvlS2d4SrGfe77FpMofDGoyjBdZPtWApiQKhVpIApAHzQAAAygBnsV0Sf8AA5Pf3aXbZkVklg3lX7Auda9PyqLdZ2bYCkWnuKONwryd3xO3ijSQwLUCJcnIbRKdVc22YeF9vCfpbhwArsYQ9MFTk5yMRSsTXxY+sRgGmGLfbLA5l5ang89JD+zBJlnK9mhE/4IaOS5SOvnr1nZY6AMoas0fJ6CBIUpeVX39LkVD9LSx11vHr+ksa77WxkZ01WpNs4CHBKJ45GA6M/OiF0D72C2RcjN2T2+HvX5czKFUAsoPqO2NDTSMU0zWxy3QVT2ed7hpn3hkPhv2KpDHFDMlILPQfDVZgf/B4aPvKrKdbWeh4YTP8kE2fNV1Wwx8Yx+YCB9FC1jzeshk9Qa7ZyK8hOhtJyeYcjA3SR9Saa0vK/Hlh+oE+HhO9dG+5zQ4dAHuEXGGJkZDgQIFSIlkuo6cXsvvJ+OlRZNPsQ34W9UM59S8reqyGZxs6hnio9VY5+aXQ1BIFzbm8XmrllGwRp8k69FF2Oosel6o6e2mzrEyrMEH11B+FKWirpUGTQbqU/GJJRnUG8NA6WM6dAp28QQebTEabrObPenPy6jimjNaGkOfRp5+s+BW0ZACTzQZFtK3cHGg6Y+2eh8GoTev42rrUMUs6BS5+BKPHAb06l5lDVFQ8qDqh+nff6gJ4Lm2RygONGawwS/PgXSZZdvl0ISC1K2ylpinDlVf+Wz49pHNj3H8bLdOgzwV0BWkB/JoneP01jMNIas4cQg7vkUtY+2wEmyXa8tdf/ymrtaKOc9rpuidP7sgRGP9xE90agjNWuPadEZpYHWUCQjcatTkeRHsBZ8x9oMAHaZCavkhTT1jifYe0qXoebwShZQzoHxA/wdz3zkqQyJeBdhQA9Udf8iandjRENS4Gbb8+nz/Q8WqV7vBbztheWGtsiKGN/Q9ugt/AJy+UElPUxhX8kMLIv92TQf1DuZ8jVDxPs0dBlG0+pQ8F4ED271ZY9BAKBHZzEKVfDDVAGIGzFT1eUmYVdbkbhBjxue/KH+FRXgRt8jIeqxTrlKeFaJswqhX3H8WDO8paaOQ44F5OxsTO/bCQZbL2kl+82z5sqxSj4ToMBZRAAADfAGex2pJ/wADmJsRF/gi0ttfQdgVk0WBCeDip5JJZaD/ep/wTTt8F2twSQ4oE8md4TcP/qH02z5hS6/PkXN1W5db7qWz9wto+wXzt/d9ryRMfb6AcaFQxYEI+cWeOkvMRMdKm0S4ZplHISsHdvrnit5CI3/o/+KLl2c5d7l7LtcPBD2zCZXIZqyXpT0GzrPdQ7IJenVK8u0ZIYDij2X0uGNz56I7xFY8BHEd4xlhCkmP+mMZ3vpcQeH4N5I2lZG5dzLbG+L3LVGEY7W8t1fORRoRMVpRDOGeUV5nyoIeFZ/X1Xpuar+JMqBHko5oeYuVZ/HHEGr4+O715a0kE4ia/v187d6wuKIyuBkfSNgMIX/xd996E0haBtkIA8y5qZdiuXiN0jwF8lh7Ngp9GtdSaZBYomHHHT6lcHEWot0Zh3hQrzzCkHikBBf99i02tXPMHrpKU7Sa0UxcGy4blQKDpnwQf3s+vNqOG1qqRNw3BK3X3qtxRmhcQ0lXiOCu6gAuKRPPAUr6lRiraA8pc5CVsV11E/rlz+AK4tgi+EaJWNu8u7s4Kxjg1HMSeKaP0+O8g16sv4nT52cMeJicpeICNiYHv58M/c0lHvPgMvDadk4ALQzteIudpyxIaz2IoJ2mnSUoEzw69sUtRbQr4nt+2Kv95/knGZe0V3Vadc+/+X52H6UuXn67pdrxpKbY74NrXdAq14Iiu5ZG5ZNpA8uECWrIaArgfO73KJiQsahD+CZs/AWplR/6s9svFyfr7QKj4hQvgBXJikXgpu65b5g2gj/lnGamDUhDaXIASr9IW3UegbJikzzv4U4w9wDcsU0KM1LPzC4pjTOILcqhGid79DMF6lQwc/vrVSYkmDn///6jeTtprr70p4R4yZMyxyKGrexS1uvvZ9PAPV6XrFtPmDFG2+tN1+cbL1Yreyo/HnqG+XC85h5RcWNP57/V8S4jhPCKHbEHjuhkRCfxHsCCW1MMmIe15XOn4QbCkmsow0rBLnUN8Z94CQglczw1Oh9Hk66n10Dj0izEPgXpNGFoQAT2txq+U8CcyymitNCwk6Ve50sptPEN1F6Ul12ZCNjKTElvs8MyjpY9a6srMLQ5Ucwi0ZG9cOwXPaL3AOK+jPUicJp3bWHWBc5NESBcRFjw+pkltHZpyRe88tuDqvwxAhx0uKxubPQrIAvseEAAAAXlQZrKSahBaJlMFP/kQAAB5vJXBL413JNNTKRo/Qk8WDUnNguGCSh6iR1q+MwUWm4mnHLXi/G6i/gghivPtuUF7QBwbY7Gq2NrL3CPwNB/jMRU6oky3CNHoSv/P1tuA5gwAq4A3ZZ02rs6J7t8erLCT3hYZIsR5LcoXmKJD8C19tg0SxDYLX6h9vljacsewCgOJASW5rnFXkWMX5YHdYV4Ynw8BEFTw/ADVSEgXXDkuGSC5mqmzBhVTvHnqaIFrFBokzNd9h8PZBSS8xZUkKWw92EUyCHzV3bzsV7QiOgb2lHUdfa5sywOW9moZCRMqX3GsXkVjf6doBy5qDYIFjHQ0ZbeUu0d1EM4qb0+rTX/RCOVlRCnDkkZ6hlVk6QsFRp6e1vswoFj/1ONFGkIqZ05xsMAv01pBFoqmm2taum4tGzjfdlAZVHqJ4osve8InScNrK4qhQZyUvfHuN9FEzbXbtI8ekpc1Jn0hyIR8HWskfjUclUqZjXVQyOaLcQ6dxO/OEHb0lT+iQ3AzFnj5cPavjd+TNwp+R4VH+szGw/w1Pn79a8UNAiwngmzCUq7esYyw7m+GMV0sHpLkle93gC+cVPzD3t4s7skz+aqkOroac1RyNfOwKgcqV5Ba5goYpDnDBBGFuD/WJuH/ykchC03Y/6fzXUiNRMUOPUBX6L42wZfvYPDtnMAjZyhKQ72/VnUr3n5qstmdDnoaDKazKXscjuOdNJO+wl/meW7+wY21saVKfSh5F9UHLEjn5kJXnV1PmHeQ30C296WLS8gnMLUhIUhlT7fYNUpYhledISw1BijkDBTHnGTS48lvrhMaRkhTEILEhytf8wxpAnoeGg6Qc7c+chBViuxD83jJwqoc+ZszoBV0k9hN+wsqpmceOcH+Lv2vydHFongUmegj4tCBGskSvbcSUxVFBRvXGuxeCVMQNzY0jHKzGbUxJyH4Usn+cbzWbtwUg3bz+TPmaZCo/a6TidAR7+XGrMfS3iNopwCUw9LbkvVKCqFaLaaygHR7CYGp/HVR6n24CUBWW3NRqP4a6t8hNWQob56uFe8QdJCzhQ2T048ifKxg4XVxkF59uBfd4YbiSLEIlKG1MJVF7WU3rAKBTVrklHwoG/rrgy/ZfMl+DAFpJKj4OYISxp43I3fR9yctdWKuRCLNDcAZh6Mw4KNoCl7UKW+nDWUqbcSCKaCzk/LUWN+PZZipx0sjM9yHM8HoUuQAYj21Pd1evPlgL0ZOKOjcz6QCsfCcFejxp73VVcWUClAoAxnjPHj6JqPDl14munJVBl/BVmsAUoSTlqOf+x2LSq6Z6YxL7GyY+naK6uV7Kz6ehLQ5q9jzKJXDBolazePGwRFVM6i1M+lHljttX6TEw7N5AePnsUdwuqjeQYsuo2w9eUSDHJn5YDllEB6oSkRfkxqja++GHNGcNyYiZlT6a30AVV0jQ++Gsoazo+ZWtnsb2nqeiQRI8aKicLuYjc0nn4ZQ4LMt6Apq6WbfKKH19lE4AtVmlpjLE7h2lhuD5T68e062ow0X4HvpBmN9osGReiIMaaGku3g11Uh2ogZ0AcuXzPRmYo7GB7KHxTSAnpiXMBAZqmG44xzbOp+rSuPpiPB1G2+g/VIMv1Uj/tUpX+OP2Yk0UR1L6AUJLeA9RFJTmiWUXSY26UL3RU0bQcBeKCqEMTqI3TSAwFWAjqcz/Ixzei5fDrmMM17C2qP13nu41ZHEve+fkkbK+B6RZl3vV/5nHge+vNGdjjsj9M0fNi5xfha0zUv2VJcvtLXs1zjb/LgfJaR/ItXeSFrifzPYzh6KLfPRxYPnXGNsFxsxz9/h8D2bFfqBAddlge27T5Voh1a3bziMWqRpS5IjM2nkPWcdwR39c5lETQbQ12gRAj0HoaPJRCQoO9kAqhoJvSNaW/2KitxBioZgTeoE7XTVfxq8QSaAf3+5jLNBLN/ABZLksSqJmk9S2cpZXR3oYnyweFHUEh8hqpdo+wFx9G85laieglnykt2HXcCAAADhgGe6WpJ/wAFE69wflOyy5rtppRS9JhOt8i4RhMf2nDKfHzdL8+lE/c39qorfpLrHPd6UKdMxWIxXPv57mH1iIY7tww//5fl1iquJdloFwvN205TrtF+P9qMsXtAKTM880w+Xz+wqjD5/bTwe322d1xANho5u1YOhNHuw/ISENOoYNeMM+Gt1OroiUbxgO3d6BSUcZ9QqhiWTepeIn6raW5eOguthZiYgZOdUTQlh6SCButQnNTMGnWY9lXcbMC6jkrSy6Dy5vaJncxwL33XF5RifwUtLWuFrPv4nSaS4Dy6fjDDgtGTWastx7FCY6jrngKJVF5naR0QsD+b/ad2j2Skb3NoQtH5xMdG9V2+i0L/PK5jwfU9BWK+FOAbMIrQKXK2kOyKcJWwE41NRiNe94e3pwbHCH9b2+LHJW8tNhK9qtBXsXtY1IdEWQuHdq4fEKUlN3DSsiUdjRMDoU8DJOP0QP+P1X0mh/iHS9O3UHfeyjYT2/elfoAqPtxsOf9T1QnOcWhxbrXNW7myUwwjrLrH7a3KljwqllvmL+JoGOf0FefU9etCK99Z9OsGjmssT7AxEVKTdV1HUma1ykwGhrTFSQ2W1gydn9pduPLB7zuKDmFzCXcN0LBWQ3s0NDSsOwglCJ+nOCB0rzlM1LzagyfsrX2VT9eY6QtUQXm5k6hL5a/kMS63ECInQY/Ko42U019qXbrwBk3ylAZf4m48hBTPPRcOu/tCFd6ez7ywM7yeNBkEK+8NK6XGKnGSVcS2pP3EOn3s8n/WKtuH1ShP1sk2quXh8BsN39y6HAkd9losIdCtiGiVYgWAks1t21u82q099gFvFXq91USEvPUp/41wcyjoOMZvbIc2z1sbyo6CDYZ9qHBoz+0+FUSumGjOXZWAXO4RGkRpGiPeGeZC/3Sjyv6emwwWr9ufU7F0fq3CWpiCM5+R1xIwLsmtsO8SXLB5ML39Pane+gBYYn4PFWiZ4UXce/39kClA9xYhuLOdLyuNN8cJZjWELhVfCBCfJ48bHDvObvPYvy51UrMryd4QG1//fJBTotUPfUtfrk3BpSnLtNQM1rpgpG3iZOxtHnGSxzNselR1eKEJykdYwUgLatqgZ1T2Xb4+VuYDCF/zIZlLukPLXLnnLEVZ8zUtK1MoaR/x6v8n4BmQZhye4UkVyPrcnBnpVRL8FX8wlf2+GiKjPAcdAAAG7UGa7knhClJlMD/kQAAB5+ORPccI2akTAGpZuGpUmfexqgtGjIhd4QX7zDM3dEvGDvv/yew56Ekg17/dsfjoeXTU7AEVEab8Hv07qtzrHz4gAtPb6DSwyYVqPLxdIaz54/BzoRvmD6xsydwF+3C/VVq2Jl4O2gUcTDpfwwcrqRyACsy7NWMPGgGwN+2x2VJ/fIiJ0Wpwc06m1NSydCOMFqH89uYx5KJuItLHwlNvvU2OzzLPhACRjdaXUDdhgzgCyCYwUDVNBdTB5omOWMjDqzzXwYlHNzv2gYe6zdqGfkZXShDBn/WvliZbWxC9BpB2TIJtJTlf3QUYjdmlFdTWOesC2wVE2+SYeV3+MblejS93FsX9HYKVhV403Wliva4pVRGSyAe4txTZC+mDUIgOw4Ssi2QzqZAVvoHthWwsE4SHjNeRlX9k1tBdPgUhnr0kmK4nHiVCoRC+exU3zwT4kdkeVqE6JqYhxq0vqWfTJ2ZVt9mYZ/CnB6hLovlJkaDagsLQs30cAJGDRpHaEwm7wUAy05FH+dNQLZ4eBUg6Z+E5aZTI53hOp0TDeR6Mj+2bneK1ujirQqD0bBslYRaDAsNyYPptAA9YI5TQqd/hVWtrey8GUQbL1prDj3aEdiqh34WHc9KMy1SJYvftNuFZJwawHyuP6s2AkuWFtqk0ehS4vu3zOeU8RcHFSyyCY/66M4coKQuMjfIwYQ4yXIG/6NGRvLEWh9+y4rpiEYlJIqcv+38ar/EVqe7MRi9U8R6VwKMz5PfJuFaYbnJ2FnJUpNf9soJNMWSPctf4EvC5M8e5G5KAGKV+CmDfYKFle4M9gOLtq3LTyEYH9Ioza5B108W7izokINJLurJxAYjZ0K8uxEDvqoo2ahOrdtpi4MSLM1sY+1UpSRQw43y213gb10tFSjQt4dekHAyV6Nxulimx446edLRUR1cm+RQWYh5UEqHiN9GG4SlrOElwOjgpC83OV+fdCgg0EI8I0CXP0W1v2NqvISskq6xDK2KyGJy5QiSFrmUEUgPozUmSBbXDhZKTcRabmKjvVzmDfa3WYo62biyFPm9EvxyD45A1C/tV8O1x6lhiiDBVUuxOwkBLddOmxullwUQNCqXhdVpCKpClwBi9nUwGZPCPBtgp7C0W2smopVhn884eirppZ58DaD19dGDK+T2MPF92mscw3wBY2lRDtuAFLgFafcTm2LhwFXb+26/1OjG2/zWFZEXf9jhMk6exxMPJqoPB+MqOptgEhUPdySaHma3scDxJscBM3DQk8d5QGbp5QbqcB7lT+3pWLV37kxb5Y+U9PBNSUitolpx9M8u92UeMU14q3rLLv2R7gPCvPehwtEAl+pu8wwHadBI7d26AqjktUG11RN+1Dq8/mljDs/6lWtWChwqQbXPQnS3CHFH5q7jJmGMINzgi2E2U09SWS6is2WHS5ZkNLOlwbGq4VfmGZz/gwj6v+NiUAa/poFAABdauQz2WkP2VisjWcOIQOGWl+ElVgP8QDSiFOTvx2TcaBYdIFnClWP8B2BWta+Gtz5NiZDSp4FgPoR5c8xH6CFLGC2MmPUABuxlbe0Nv1cUexIghVfhsA1+cN4ChErbCmeujS/DfZ+00IHRW2HGkzPndCY2kASblAygpLX90oBksIoj6klCnksX7veCGmLjeVfiN4VMFcwfX2tzH0XNLQPlFr5ICuIbSUZ+sp1n2DXdgfl697RS8kHaLp03rEmAcT67G3UZKa2RyQPqasUXLI7zKoh4MzgJdYnWh0V4dBRPRguMwu2Hcx3om65XjjlBkyIrCe1EzODHDA1/Qixb2pidN3kCQdwf6UuZjnJq2w6Cq17vThcRUBk93EA3joC3moHtdVCh39qgIh/t1+H6z3Ki9blD8YfRECq2n+KpMU6JGeJetWN3LpDQNO9wsDjWfeI14bD7Z8miIjxxFhtJsth30HKvDtEyNSE3y+xKsxaEvtD0yQxsg5ZPaxMRDiNio0JLJrZBpKzgpg6RCQZEy3R97LX744TcqQR3TZpgthx3K4LMV7rz3rgwB0ckiWNHAS98xHcpwi1IQOi0OipOOJPlFgCao9CdPPmGjEpGQXO0Nk1BQ9N3KqEbdnKyRiA21FaIRRwuGsvSbLr9Gl/z4ZmXZYaeNVsH5vn7d9Ys+Ces6hV6nf31B8SkCpXVDPzGiWDych4DmU+GuOJKsqz7zB2E/AZjLoe0NCOeShY/pBvwDZbjaOrr7Mb5y9OUCYwkl/QVYtWpJNPZqgEMcUX8YHxgQBwpkZKOzHD/4wIjSajLxD9dfU0XFxYdnrpXOM8GCw6qjnuzHlQaBLCgrRqlVlk1rDpsjDfmG24ePW8+lcEeT+2OlKwAABKJBnwxFNE1/AARZwWt8qqzB/5JXEMD6iLXtDwoDmu1zaJlsNM9hmWhHvSdDvBHgUsasOwaZlY+A2WfPkEvkJMevzQo7m7pEOw+dQId5PZAtvpqaKtlc/l3mru+A9FkMftJu69ZBGyl92hkgA7kqt18d/APlV8bhPMPvzFLh50uzZ/BDL6sqnVCgPepgtZlbc5Qph4ABsxmTgUHq9wQr8G6A768ErGjjiE3leEoCSdhB75ysuD7KuGGsvtzozWn4Eyfn2YmdiZTYLn0x6+P7zryQ7I7AObzCqNqMy61dSN/ZUORHkt9XezhVQg+ACwgULowlmvNZFDdQUAw9KJnAg0j1yMdA6M0BrlZO3fLngUMJ1NG4GCpauZRmrp3vrS08P5dt/wGu80id/u7IuM+/6OS1gKBUBofueWehRc3ntMEtpRzW0rAHob1XIa9B22/WNaDzFv0C8pE2YhzGoQmvrgD2VKEWgkguO8MTzCf8JhPCCOAJzXi7tdAjvnohO4qTsJDxs8rSeC8a5zyTjQDZtxausHQzxnvd+pz+jN98O8BGAaysa/CE6JIQjlcExlyG22gVD0ns2ykfg/sYbLJbdlTFM+c/W4r3Q8wZvAApzaL0RZV+9H0x2zpQOpnEBQRLNxn1AuYxkO5l+56TiXdtILLmn+Wxc3kSY5ikG1uYwylVtTBo6M87Ky1Ne+6ZaoTsbCY6BB2bvLQFgq4tGFgFnwpo/GsTxAqn1I+K4sjS9tv6pA6JJNmB0dO0mjdHQkyaIW4vi2QNt4yrMFc2LQVDImo+VZLKWZxu6odtEp3qe9CEUUy5ZlgNBscKyt08qw/d9M2sly5l5tPm46jYEaZ2sFNKQCBB7MJ8HAZ44eOQQ5pZpaJLY4fNgTgkNuqXaxY0qFAHCfdNDXxbaJeUfwyt+WePkBwbkBhfMVMrxaFMjNnp856T3t9VclG4tcBqs3RFNgwv7rRWqwZitq5GMGGzI5wXYU0e/4I28BaoGEW19qu86Fc5lsDWmqF5+wrhLHyU03ywuQTkouJGpRZg+TOzXptZTq7uHZXnbFE4bQa+WY100KDjKb0iHR0NSMJfulVXV4fgsir+JzCv2njyJIfrhuoAdFXM+6KfDh3WI5OPi8NUawm7cOfcWD5l/4TO3gCroOmxWS1LrDNk8qrSh2ucDAtBJUDNr1iYefLw+u3BIpj8qSVMS1sXxCOlBi6cZYblYETI85F8Hn/kU2iIraZVm/fARQBiM09j26WE6lX6QCQgvyy6/Ff7Cu0wwFw2/TtIQ8ZkUpEjST8spYjEKGuEw/I6chOZKUBHsCxYC7P9BMbKcBc/9CYUqmFKPP2QCbkcFXzhTBn5IBZU4AP5KqGqDHyEk4LM6TIF8cTQx7M4EFqWoEbeonwg1XcuGG+lmXVsP8r0/wIwgsRJbIaEbbXGOSuqjyThxN7xRZn9Q2EZcKzyUX7tTGhjcexkimwpma4tTR3I9FW4wU4TqjJr1zjK38k8+JcuhSBQxgupVQtpNsmVoDSPGncBDAv4hSK/IF+lmBIP+66agO/VkDeQHH2k2r4Ia2x88nkgZcFE7CINk4g0gIeAAAADjQGfK3RJ/wADk9zcEIYVvmrUTaq9Q3/mZ5iVdBIkdG1hFz8Q7bKrUDlqWUEemaihCS6i/xnRXShEOvKLjdCNnihyAdO1HjMs116PHmuuq0P07frW2oDvvAAGTliawHA5HpogNR9xrQ8pk5G+S3Q39vXGwTCOpS4+hQztqarSJji365Jb2OCdKW9grC6+hR+b2huZkN+Wm6UZZo+/yqC+rhbOvYm/PdzQQrkunwY1IVpU0Gqsva4I/0KmIpyC91yGzfyXLkHIWGL7d/PEugjH9jx/HdK/UV/UDrhOMpL4AkAHhUQWAAqUbvgWX27I4VAcZ75QQ/sGtMBRLW5jZhhz2PtJwMFgCo0oOB8VKtVFvDxO6Z2c75n+ktnpv+Vr0NdUTkCgYHCyYKwQGK/9fd+Wfrk9tElTKe+Q1DvUNB4QCSFp50mM5JUHPUif8znXkfc9fo5+PMWRiCIfsHJkurx22w6fC4pqcMmTsoQgklNNewGGk8swQxITdSfyjN1xQVzftAWXdnO5rV6SfbXTmga9j12H2BHkO94abhyf/jk0Tt2rIkgsGSPCFtyKBPf4OwszVvkcwOrxcoHJWj/AjelWRhT2ijMMbBStUkskq3Py7ee8inlvY0UiJOwLervn+ecAEgzmWi75sPr1yyXy3eK2GzAiFE3Ex3Bm5RqxC5iAEa9ZJ8TWlFt0g7VNw2Tyo31plplt1IC6jciN0hHaDzDTzTyqiJpXTPsWOIachLl9wkhjaQPDEqVCJDrypfSSh3/M0wpB8AZ++XKayqHcGI8tGSeldyTcGsf1AK6bWjliGMkEg/qjou+m/skqHkYDnGuYeS32CQnpgR+tJoo3uMO051mNxKUeaw5pZOoN4dVdETmm0RO89gm5UmTlmIApLyzzbDH/4z4y+gRwGfNBPkgMJqu9SBMiFsuAbQetPh2jLA3YzezFKnaGyjTKdxklXTzpknuRTz+eSEYtDSRrSbQb6i9n/mvPosuXTWwvgma6rM6gMJhZ7eAeUARb4Ok+3sNKs3SxMiET0TUZUfnjSxOlqGQ9SCjWBzElbITdocHOpRDBK0bkKxTheXkCUD7R8QYUBn3A/KEljz7wpldVpiZbG7bcmbYgNs1niJRW9iXpZO5LRmeznyeLGNj4tq0smBqDmYXA7O3Oqwcorg+E6biHwq8XBILBzpJeO3f6mcjrX1Pn9Fj6I8WYmAkP7AIOmQAAA20Bny1qSf8AA5iZrQAT3opEaanMTD/sRFpxw0iK7dkONv4H1rRNTWhVN0zVacz89J6jkW75fTdZZwmSErMV0bp137Tet+pQGjTv5yyZmqyA31vV1glaxSsLItMiTl2iZjbD7A8q45Vb2zNh4VbuIfkHiRccsPsQsYeJZg9oFU3xD4sAe3xU7nwzpj33LRfDFcg7EojTeCANpJhSzOty1KF9KjRXNNY58ouDzBlM/0LpqOju920MfQntAK8haz9pwwEo1kbZ+lZAmIF3zONCks68Qe8Ygz5v0yLDXF0Uh2LVQXBzpGv7cYztxgtKnH7v6B4dcuq7N680fXe4Q0pNILwNgry76aCBb8ACqEOCaXJwgRGsmGo9yV07X8eBH8XXEQJpS+M1NxRfhPH4Blrm+FCKlDSZUAjquTphX9F33CZc/nMtPqyKotpo37UWqy0nkAt43EXg15LSC3cmBNX2PSYTgonGQHNdgNeryF+xKaAj393vBAa/b4mVf74dYmlxOwAbu0VAFBPVV+3ZTekXtsxWqjnSNFiA81i0D0Qc6/VNJ8xKdruJouslrEjbciR4Y0D569DoS3XA4qizZhDz9ermACJvC3jMdtBhxMNqf9C2iYgzK2G0LmRdqTiwMsNs4eJPhkhF3R+ACC1cr8rQVIRLu3iopsj5w8CXRPScfc7d54kk/ispZLUsa7hvAIv/zpXBWV03I5ejC0mclRiplMrQmwK9Gj1O6TRCgS8KH/ZPno6Ay6D/P5BANfdH8wSA+kzX+4cSludp6AU/lP9orzSg+6t2UeF84jH+PI47cv8oocGh9thzHbKjUcYL/PFi7YdHwP3NscjTA8iYlswKBexLhJBIwW92s8lecUGdaAnA+biYavQN6Nfvt5rxTG64ux51ccaZjh1LAemDOhM4U0UQDDOf8qWHnhO3f6ISfUffeRTF+DEkJ1S5jWq3lpFARXUaUftAJqavyVLmNqzPUWJlmCmsUPQUojR2URde+VAuVsC0WqFG+Lfrk6efmQjuphzapfoYc5NR+dMNEz7EzXsDKG7HzSgqyiymubYjnoC4G6YToks7gKYYMn0v4B2ha5sSLA094EwIvKuskrRUkTdsssHIYfkk6bFRKIcp3y01/VT9/b8DIm2hW/jqXi96ilLB9W8TLRfSY+iVksJvAAAF8UGbMEmoQWiZTBT/5EAAAcRTcJG8V3ghHNv6KvvGDU6/2O7oWdLVqSVvaznOEgTrsLxfr4QpJKPUjh016fQkWDRygfPG/c8PFAP5+4I05Fq/YnLJl65M5eLHDUXV5bbQTl6d50eX9sI0vLn+70ZZsomlwsPSSyOoJ20HlKRDwf4JXZgdqLfbziNk04Ur8xtXleKJu/Oaylr2R6A2NoBvow7909QI3b2TVwVgb1e9nJwX+wXyX7tOCK7jfvM1qcK6aJ2C2nXOuyllwCbxTAYE2h0Lzc5NJ83m+WZdFQGIAJFZC/pScdgiLBRSWNI18/H88FS8D5urQ1xv72ay0LjSqRLIL5RnlQD/Hzp1VxAzS5vW2t6gr9C+jAmNjZRfnGWuf/iflwju9iSSd/PtH+JvpjAM2LuB3zRb0LSVy7cpLtrDcQgEnd/m0WnvHspb6AtcuYdgISKbwbmycvbSJ4TjTF/QDrG7lxv0BbBiWFm1Z28yx7WHcw1TR/M0oXi/vJdmdlovLb7CQPUT0JFoDMOgR4pEpJY+ysT12kyO1b95tg/mFmAc2ubblqJrGeVn5G2sectPERvwSj3BfLJriA4VHsewUrqacLob9jzEAm+AiR/Q5LmqTw/SM/P6vWvkoTxpFpwMfEc2jRdsBdoISXCterz7ECM4rigAyn4PL+kgMhx8bha8fCCQPE87wEFgvuBUDWozzZSSV0gQXwxsN+a7LnjjyiZqwzDFHnhaZBewmYekX9GBGsM+CvEIMIwX7y9HD3cvq/76xyjCccll7HE7I3oUgsO1iu17hQI0KM+3a/PLh7/EJkvFJrL9Y1ssyzpefcggq0gXeMCvBKGQoJPUTJOY26gaTyZQMtSyPgLn40o7jniR49dQlYXh4CqIlm9mYIesVDjTXRFWsg6Kb8tTD0da4tA8t3TWmp7+sGaS5wDydykpcPl+0D8HcHG6eXQTwoIYQqgB5W3o/2TKsEkouwGlt5YX7vs2Dn+2bP2lzWSuNVh+5pfV1wy+npNjZrR1Cuv5EBlY8juMZvBQcKrU6sy8XVQevq8d0PHONHx2Ww4aUwah1BV14X81Um0HGF9QT+XxS/GtS218WMG9/kkSXcW13LxYkvmQmhPNIbd/1jp2aBWHP/nT2Igax+VQOytTqLZCRq3dC+5/herUB2QkpzaViRUFZfhIPHG2ENRwvL1XsZbbRP6qzyTk8g8T611NMBHHBuqn+Mtj1LOZDG6CMlFiVdgtdVFPrinh0SZNpnUy6jjnx61qcEx9H9RtNuQ/cc6OLDTtOn2P260DkjMEqkJEIwgscMHSX1Bpk3Mxs9g2ltfmiI09oWTeDyC3d4S/y+FVnY5+c9d+bHaSyfoRsQgbjqxrkG4IIXR6mT6dSSO4tD/ON75fGJ5ElUX/fVkrk6lSMzARP7Kq+wTW2RBtGVsS6kzI7E2S2SBYMd+qT+oH24P/0gbm8fIjEh7LnjQ7HpjEGjLfC32pUfeBSG8WqL8zrPqppxhlI/bfmggypgvIwLuUWCaOfTgzExyDF5xxS75uJsKVavpqtrPVxPtVEtMUSLEOas2Ics3Ol/uKTe++aZMjTYkgVKPGm7pV62DjrTACAzblMB9CvzW2mDRIaBZfExs6RtlgdhUh/tIebpfWGnliXhGbI8gQACywWJ7b6qzlyrhkFnEO1k7P6PQl1wUGZ0NTXJxpk4TNlgZDJJzE+YQjma+J3KsYKjV0mTTLYl4piNW6YHqTV+fJ5ZNOOafHszWyEImiRbtAKRA6g9W+9DRbHYgs8eEt/1BS+hInjnmpTSFdXxiZRtkpwziYvyNKPUpW5AcSTdovLUUBvH/tC/7N/UuO9xW8HCS8rNMow70ApgCrC/sYPdPTsZnyM6bPgUIrhGd5nj1fNzI93XhDdH0EO6D6DkkcAYads/gxq5rtwrcwEqiaJowj371Pg4okx8yaXgHTtc9ufJwKYnPd+tMroTaBzelKhWUZdiVZniljdOE6+0q/7WyAxQk2bVd+o4WbmLLSMEuCKo04pAgm4QAAA78Bn09qSf8ABROvcH5Tsq2A+z8L5IcHMsM12qwH+6k/nPvRY85pTjHle2Q3kZJ1OR0elTtS/9NNw3F/prqKsepSnDPLR8ty/sLA1THTbiQIsGgD9ndWiPOWIgvztFYV2wk67dZ8bm9zipqze1l4PrQDpJ0yMwuOvzvpnNAWnQk9uvoU02n50mdGzd/i/PCuKEEblmGvCpm7spkL7FLxS1pO64UiYDP+cfQUHDbu1PKLDcLPNnYKnkJ0wTkhOOF0W8A8DednbDGiaTU0Te3JMO/p8Fa/+cxqLmvk1VfaQNrjiHGJ/2+Y443APNsOzQIsNzyt5zA/beMXgRzEVs3LSq3wKgWH7n8C1+oRLMHzqiGxGnzbDM0QvFtEvkKZObankIpNExPF14oE7GLDNbHoeAED/Whu6wjyD4SbAKj+UFvlCDJZYUVMVtr/jlRr0TA2ErhcdOPBvrrCRmZfwAHAVXEOU98bTc7V5CkvOo9moXQesTNQcDfICbPopHpoXWvtfJhsfuHO0sqlvF/uZZs9cAIrqIg5hpMTtto3xderB7Un9C4FIFCxVIgo80CL/UP6xztzvy7hvvaPISiYc/KSX6xzI49bkVP3IQZ4A1keKUKUPl+vJumZTNmKcKxDM3CR7jESraTq6H72Lgt4gUqVvDptqdZzX5W+ehhzS7Ngl4HR1CPiCqmbdjn+Iw+swnRXo2Rl4s6ShiBSMi8J939OAvrdNbdjlymZgpfFrhB9OKigjmqxDhlZtLGixcnk78tfg4eEFLpOiG+hg0UnAsftjOIMdtKX9iSA4uy0hihqZrR7G1yla2aLXI+c15OBuxYW1jDdzbP0E69zNraDWd3pBcYxtE0xywbaBs7KxMraG1g1N6sVYy9O/1wuHyGB2psm1CtX5CU7Ve+mg20nLsZ5FyZm59Hz5TAAc2esO2+L1wd6fy+GJZnJs/sEDwxPYSYCc1M42sA+20px2kbltKMqZfnzCFy1IOsKYhAnXzdRzFe3dc6a5Z5iYQ2aTfJpnNgiUnB6Vq8T9U0BOX/kua1BgBan0nUHbhldclQTsw4WcbYMf4wLmWpqGK0BWDA7oy6o7j7cdJfH2Hk4Ddm0L04eNloWSTQG4lUvjc4adyh2sVYBM7pvqrI5T5iUVJ62gbE3ouA9hHjtB5u0PEjpbYc1x8zqBhwvey5tQy4Q9Hdi5Up5khNWHqy3tSpO/vgofw8mGr+S5Pt+1LWJHFqQdwIdr/TBI2Sd4ARoJbnqRA/1VYK4up75sNU+SgImK+gvkaQDpgAABd9Bm1JJ4QpSZTBS/+RAAAHEu2fxzvgNNKxWy9YvQBMC9sPuHeq7lurJAQT+GHbFsWTo3u3ecoCpGDZuw6Hxo/rh1jU+wT4Owkeoz1G7UikpdFqkNiVRCkGM/qGJehKMk1NrMVCfJ1p8MJ532EZKaN43zgHr1aeedQzVWKLTAUDZB1XC9kd50boo/C8UZX4XUz1CtbMHS8Kz7V6zNlDkq/et0nUtRnW4Q6JME6tsGlAyhIrVtERfavkvUDAKBNyjaHvOYjp5NOvJa0PQ/idApswl1WmCYoj1R4L7RjC3UZ6mHso2ImfMhbXcqRMrvEyLEOsbMAsklPrcraoGWZwA2kxWe0RBpMWRfJGKTHXbccC7HeJBMa86vJrFDQq9jmXVEXMvrb4wA1ECmcOq5uHksuoMfmv+aMGRUOkHlp+qKIBQ/qoUhxbN/Xc2aNFL7AR7ZFbnMI+QfgyAeUkDe6H2hto9kJ106UgjTyt//HSefQYYbqdLENV191T/BJVbdzizWDKKM1Ww6fjVHxNRc4FniOtQkJ7RUxeAl/VTAVcPeJuaTeAMNhnBUqRXq4yzYgZGhCwDqoFAe8yL+A4ohGEYAPq0gA3sU0wUkg9IAV1p87wn2Rp3v/lKBrGmh+WTRTnkUHicenmGTOnyJOxYItJxiHXWvghD6fos5GXV+eMHfVhfwJ2PYJZIkj3pZE0s1UidxR49vly6ioC+4h0LD2ZS7s01mdYLkSY0pNF29+YS8FnVnwgE6IzrvUYKrq8QalDTOlI12Z28SXOJhmBRUmhz0fGZ7JUhZ62UIEbjg+evgX+u/2r9w8TN2Zkjk8uf7TZbX58cR9UoG9RQEz4vazZaoMAF3ItaSzdBaI5UtSdBOUjI5msL4MIpS3QNAupKKsG2MVeUa7h5cHpaNVhFwLld+ko28Y5UizBLiGHnM+967xRo1xiPK4C47un6fvSVG/qzcf/Mr8IT0WlhXV1cSF48yCEtjh/s07InpEpiMAE7iBqTbOA2uydhNks99rIcadRO4t6+GpGk6RfDrNuaQjPSP4ib1WWKBR4Pk+531LXS45B7Ik7YDj3qmuRrGZ4UtuiVYiiAAZIoQYdvH0kWp6KIm8aBi/OsiPlfnqFjDC3yzuaf5FtRMxH8Q0pbAPVvrPuMYoEjxlAx7Uo0BlLsqEWPsK+ZK0i6xemLZf+Rx4uxlIgGw3c3hwNv4qqYIlNvnU3czFlPHfgijc++d/yIVNAB3NwnYSL8zDsoCKcep83f1cap2XcmalwIoZHTFTnxOSt8SG+HJH9tTjcwj5Mt2FF+l1TiXHH18HCBt6ztxfgJ+lkKpQMTyZw/vApKiO7u0LSinJDbeAxOCCmyCj1EGvUuBC3/CiU3UIKDPpHShbh0qP9IcubsljZywTNR8o9PIrJFjIfW1gAAnBohyL/2r2kRWtuqP36R1eHzZ5snalP0wk+Da9utgulpYS6qKVn1h0kN1LJxp9Nt34yqjjpg03JKPyKxfcZEVJEU6ebTtK7PPxR8yLi3KSfUFBObnBV14p5QoSSWPvZxyvwcgRUh6Wzn/MkjFjtJ6zt1JaJjUvP/8ajbg3zsz+Z7OFtN3m673vQW0av0wyQ8880YVYOeTZ9iXuslrbAISYg1yOm6fqquGfJmIfqy4q3Cx/lOI90Q0zaqbnhXFsyHyZaOe9yZJSWjtnkq999hzJPh+uoh3sYImk/XpkmhQO6wZBQ/DG0SylivOn+sNX4twI3yp4qDqquQZFL7ZYx8AjvCgVN7r32XsfYUmy0RacN9CVMUYPWHAvOlsZmDIXJ73gmZjjc5G4LavXRPpWzTMm9Y2ksc7q5rRbx5+u3g5EDWqQk9b/LxpU7PWICfd/6RhMuZbi/2YgNPQrQtvoZac9jMwEiTZJEcfN2wC/KLNesRJSamnvcGvz0Z2zg4+4udu8LWH/fXzrKcAns5YC3FdHafiDE0rNS9rXcVfv/rCqgRBCMgc2INB3FEwtbjHfHQO9b3yFlIa14+4ScAAAOfAZ9xakn/AAGWYJcz/BEN9wkSB1irb3yc87JrhQDHsyF138EtC0tMcgAXNXzNLGs7ZQDmzuNWe0H61bXxOWBiGV8ILkP6e59fLYLAV1rBJyYrPZ5dbAaRGCfWkCanGKo3r26FpngLLajikyeEX3vBSE/gHAlirg4j91IkehoAA9TOgCsLK24AhNOzZj6CNTD7Giu7BhEdGQl+C7Qm1syAtlrwPKu700VyrA3YbQ7PyWtlv9rcaubrJ2CGHCH4ldFk71RIIz8oN13bKZas9IvrdcCyJimg7Nmq8YSh+NgIdn1WucqEvdy51j57RM159mmImF+sTMoi2GoT/Im/DCFx1yUj9eiqR0ZDdYimVWStQLBJbTgIGcmnjT1fDzNONUrY0aeNLrAEPbPtdt9fXbcXhG/B3ChbrpKHnM4QQBslTaxhYOQqYODqDbQBz3MSBxwAdlUoFrs0T5DnpG8GE2iC4ua1O+gRC8CRKh+wGfOPml3x70K3p7NAcqomUckvUp2mBvYdiv1tUJnxwKySgKj+OGmQzJiqQ0yIbWQuYjoXxYwR/uwQxWcWddiRBW/q2WyUxhFrvxrPHbDacgGcq6EB2M5mH3nTjHMGOfbteWmHa7QgbWLtUZUkXYflCvBbWZLt7tyMkTsJH9nW+r2Ro3QUkXD/LzasoKJx29SGR76Y6Bsm+x6KajQtTp2bVJlKbiJsE7XaMHpcrfUUttKJjv6SWtLc8/ZCV2SaNk8DOOACtsZ8vchBFvQqNP8rrTmN17X9+9GxOTnpm3x7aLCkN7sf3W1kxFqC4JnOXSOjHr7ekE3lIMnWKM/7axzgorjO3dH/h7gc3gBzkgOOk74y4OdnHJe9Zy5NDJCe+ThEH5X68SwtFFaiXbxye9UQ+Sv3agE7yYWLqwMhNECuY4CAKR36q6HuL2d6CcABrXoyDdoXoTFut7M+OzkMxuiDMoQoe9IAIFVwhFZ5lVV9pERQxE3cJEQoOgEhjBVHad6JsMlZDFfzYodbfyOa54WGcwCHQN1PmqS3mf8eVp5cH440OyqJNpcX6lUvWZocq3ybT8BLJRhYVZXW/K5nYTZJK6LSldatVAaJRX/45sED7/kbdUub3fr+Yb/NFKf1bzPYhVHHawmzxEi+j0neol75HM7jfyZVcywZk1p6JeZoTuBnzMrpTAMp2o6tSKzTQ7wS48YfIkIcGNL+G/vZGxkZoe25v49z/W7a6wE6er4kNWnoEBNxAAAGfUGbdknhDomUwP/kQAABxXOHF296L1ZYIMlbDhzr12kRZP+umgORowYe3LWqdJiC04zZfInlh1U/fQ9Zrz+Y9XRokoaiTCfytEARRftHhTC0Ae7f5MctjS2o0JYonncDXtjiaL7N1UbmEGB5yogUw9z3uqcYmOziA+SFbXnKHphZqrbuIb9Rk59Cy6g1sT19prH9n7GTe2m1IDRiwreuhgeX5kDfVgKE8m/T9bpuKnyeTbv7m5NZAM8kLk9bDdiXuAWTX24/wB545NDCfwtCal39VJJtMwkqL+H6egTdMA02CVK78h058ewcpHxQ1DKimPx8ni0LgkeU7O95RKyIcRkoxNQ9stZ+PzYD3V/L2M+Zg46UuH/unxRa2ieIMH3OqvrX04jlOrGLShspYpZb4KknhaBQdyTQumEiVp9z2G0OpInCURqpBxbBMDNEoWXmCUUg2ny1hlEoDwAYGpIGT9h/c4mV/TV0jd4TyzJby9Ovwb7B3k5I4FGuXIKPkDvUqCm/S2UdW03CphD9FExk1PemiI9kEJfenNkGNvyKzQaxkxOBDEMVhvjz/inE9u7u01vZQGtgjWKO+XMxrcG9o89yFrOvNEQNMxuCsh40la0sSECCsa5ht1jYU2s1POBh3r+aTUy0msdiEIZzRKYvv//1YQmxLhGg1QVy1raQaX/367ICvzH/yhOmMLJIRUvJw7Ksdzxku67qd+oE7Cw23DTk1AyFIauLolKDxOvSFBdYZg1/9wkXdNMUE7c/AKFm8rXmToEgx2wOLJ4e6RLOIPmFeP6uKSI/uVTYEms9Vu0WhPpW922nIsHnv5GyO3W9qtEw02u0iM9z6bYXmKg1tdlxSsM2DoQeErOBue7KsP4IsCgwKAHjEw8/YXWJS1ZOGlc1XIvQj8+ZThbYxFxgC6n/633/oT6Muutz90OFGCmW0EuHb1CW17GOY4FqypeXEssHr7YIqvZKRo6BKAj7UcCT2uop7i3xDU4Zpg7h94apwuIQhsQd+q1DfaWCDVORwmB/E5K0ZvLRgFVWGkc0LvvQKK/m+uICP3g9Up9bU6oFotF9bqr2tJOFCY2YeBjgZRMx9oS5CFO1FIfV9sIJkoiKiV62Q6V6+Xnb/0bsP7lg4H+VVKF930m+4YZ2cxa7e5MAr/DrsMMmge/DhGZhWWag0uU+DpSCXbT9JEo0PscTpbJM+QEXdS+bsckjU/svXZvN5a8vbk7nK6qEh1BacG3OHxqjvTvoKyNFVufNVfryHh3rNn6+mDqbjgsoYBgOpoFYYvctDIIJCAzujPS3+iJ8MxuhYpgzp01JYxnn6HHDA3MUpX9u5dHmxZww/jyCfwwgkfo2f382ElXf0Jj+f0u5OS5zSx7O92KQSpsjs4MGHXHCNoH3jllikSaTi4OYGLSg+0OBWOt599Df+iVO1H9r5Oz8Dxm4xBX8MaqU0zsLEA8kTeexwAGAH1688MWvyjAKDd8cgysDPKpEcGVEdf6mJl8v+bevRnFdshY5AM91o5pYD57ZQWqfpYMhcayaL6OW7tzMZUs5Od8Qw/HMMmrEaaDFOymAnDphtCZwS40c26jt+Q+vcLqYAQragTJD/qc5ypcSDiDTEL8XS2PZr+c6OXsymDdaoq+pbW+HctQU7MgBUU2P3AheEPUyRhRidLz3tC1sG3I8sXm2JowYpxbTFSXu2e6SHzgaWhkiKLZ2Pqn/95EDwcKMiw0PPjWf5cJejVK9Z7NLsx7a2AIAa7pTWNVcaGym+XetyzkU1UJn+Bv4OO36PDCwjG3bLXrdgjXuFlMYoU8dh7ecTmQzF1aqTLAUaG73iO+cHmyq/yYvQZ94Q3azeJXz7OP9C76mtgSuOLgqzORogGdxfuGgXrZ2CkYv2Z5PqzSST1S6Gxc/Ig43eqcxzQt+9ovNglZXTfGtreIshtO39JKGdxdKqFCNNgtqwV12xJ498RfGJ30CIK8bjZi1f8YuuL2/t03d0CeWuWq1jvqPXicQQPtf6t9rvwxZCTHzAbqXTAdqBK4kGkfpxQwI1+1/+PlTWj5RAfnfYBde4f6WAxRjtz+sFYhEkLnkSmZQC2y2VurBTBWzCeNDoHe54VIhfS1NtLDV0Hz1H1/Z69Xk3pT6acbrkul07LQhHjJTUoFMFnrPlVqSLqYVOUoO4U+bwczVCAZ52ER2kitOHEReg540NdwEmoOpB3kZqX+svi4UTwXkAAAEQ0GflEUVPX8ABFWKcsZiTFRZdwzA3CI7QdecTXzJn3OLbRun9xH/oiRXxPyIaSfWvkiiRvPMElAWKIT84GAPobf9YgDTF4GG8eOhCY78c7UTnyazzV3+snBEY3fpxEXOvHOgZpN6hSr7Tqcnl3HNo47UocJOfstpGU4lZcR7j7UW/ZG6vE0emaJja9YosM+4z+x4/ZnGw6PF/6hqOiSIGbASmsRlvAXbf4zkHbL4sKCwscI1Cx19Byf9KbyJnoWaA0ipTFagW6XmLKAMN4nS5fZCNj7U8IjC6f/zN0t2j7ucRmFmWyU7T5BVj+BBWzJb7U+HmNAun+4JWZE7PT/cm/7Dw2tbFgZR1oi0iknpoHh45jU61JUqmEVdViC0W2WDrrN4SFH0Zh/QM+2Y8pdsdRXBjGVQi5RXpuD6UCVeqh0gr/BQOPpExSacKTyA4sdYKOCR9LV6qpoJ0ofbOBBHdHIRF28ts8H4UeanFZWI+viLi9DWgiaBAOHAX8hESROi7m7yeRJLp3FILAIjqddx05CzZ3NVO0AuXDlKjOUFe9A12h9zEU1nkw/kKRYA/sfyI/91TwYxwHPCzQkZu8WZNUEFMPetywBADmrj7fOGtXXJB4YxaHGK12Gkuh7Ig6g+CTDF3NdfGUalI3E+4z0XIHWsal8JlwFz8EkVWM0R9STQZN0qljM48PmJhQd6Oh0wZuc8K37R8b1DkjyscyO53wr6o6tG8VRJ7nWOaIJ1NUiXMsIO5LyB02U8OLTPlOOONww2n8C/QKWdppv3Fny6LXw7d7HG8CXL6T0GKNIPqRHD68k/FhvJgHRu5gRdImarIfyH1l8C1GqFRWtriN+PF+O8/77pCmSFDc/D3Etcprye9klPaK29A4yk7wqsqAMxIn1kW0BMLb5XMtQs8hy6VSrSQD5BYEjiUhMK3BJ/k+gKv2lWN8aDD70Ij5JvwZIZvsToIs2nXgRgRmYKQnN/dBVVD11OtJELTwmQ4P2+fw+em7B34LBxEXrze+8ZKreOawSlaAGNs63+g1HoZv6tqtegLrWvJfEi9WRazNaUNGwMtLxsCt1DOV/YmZtypBRO5znH3jF5oqwhg24Q8a7xDksW7uAL9aP9I9sNYKfQc96K7r8MmqEPc7g3qavnJQN7cHM9M5/7BvvUvQvcKb4hDsmp9kJjayoZFPtHZalzhCntDs9ycQQ9qJMeVlo+Jpc8bEfORxzpQ5WCwd1k6QC5vwD1Mq59u26kHz2pc3dnUzXK3qjBrQeR9m0xlnHS5VnsPPpSJVQjHCkqjt5FcJBecj8yIgk/eA4bAruhF6HqYtAFXq7MNsQsynV7RQ63emx5qWJ9BTtgKyUPM57vp33WkwCQ265J/G8UH9MfVK2c5gtUe58Nvy19SP18lbWFG9dL8Ef72AwufksiA+HJacb2oA/eFowCTMGyll86eOvIHr/ungMCAAADbgGfs3RJ/wAAy1fUceA1Z6Nc8U2W7ztwfi4oe+IcZzQg1mdVw7cR7EUo9TA+0fC354g1tyD6fAKefJoO1FA7CxE+ZDCjvwGUGeLSpwgtxVJSX+cc3Yw4/tI8/Zwq/1gh4qzUB5lUtS7Lk89JYLtG63/qJVAfiJ921tFyatcbYt9BCMZNQRoZYRBmuL4DdshHp9KvPLMt39+eov9UBV0FoXTT6vgQ6/ELuS70kzkynCOoWZ9MNBdmHGoTscD5c0NAKfZFkIYZx5w951rFbEo+n4uHD8GOz02HffwjR3hXZ2EliiFuoakoQPSe/qVg/faZW7TWxNUYaVN31L3AquWvRU1svMam7NhgvcJPMRBOyDrLHtERW5qXVkzDMaQPKUkTIoa8Sq3pl1z6usGteuH2WJU61aAmrc4dqZvKpu+KoikK+L5YJi8bdTEvgIh1tn09ecoS+XLBqJXLI73tP14VbWrG3Iiq2HCDW0THgswvSUYNNTubFTQMhg6kmaLCv8p8vhwvnB9DIrd6wX4e8wG52bdZRIXSzvom11Koq/VjnRoz/Y13YrZgJ3RIQMgZLwPoNfx1ogbkJllbf+pd8PJW62f6xWVR+UK5kfnLWHH7uSP9JeZPjYLXUozRS1Y4yIRwMSMHvrjfvLPegufh2bPCr292gI/N+UdDH6PJLDTLgfCRsSQ19fq1wDmxsIUUNcXUcJR/R03WXnM1sTUACXSFycMaTuLSOjXKdksgIrr1VybDI+cG75JsFSyMadGf6+c2eHYqGxAXL6bpplW//9ekJzf2Ri5AMlN4O9ymADhgDXs+Ei/BZXdpgoS0npSg5YlJB9XeVl/nBpnFiHw1RstM7LmBSijEu39rzuV9Oah03eQz3toXG47OzjCdeK7rrQAPkzm661l6cHaUEuPVIgOso7ChMUhemVNOm3/0/DGmf2kHPJdMO77YlENshQcyijVJd8uQ7zXTbu3RJrR14c9/anhoJmogG+iCfItMGrvwXq+NdcQSPNAEOdRkygN+uFm62ZPsKp9PYBsCW3F36la4TQDnHbkAEvt7L0uaX8L4Y3hqlyUw/EWzJVkI3GXEjHdC1ZYw0jt5VHZF54gUghG3+m0KUP5tA+99ZHN9xu1/jcJXQMUrYQw/aiwa+BBi+z0w0Tv4UCoPU/AMSq8OFhNxAAADggGftWpJ/wAAyRFzsUCey7mczGkabURMHXQyu6+5nFW6xq6pqeDX1m24sj2zt+nyjLAr8kQ39hRgz/AS+044uold/BkDqKYZmQs35ySKERv4IvbKlLuuMi8RLhCnGfm659wM2hMSYmWcj3jasN78SV+9Ab8v+WATiY+YAm4GYW9oFAVpkD/hqpyLRXzJsflRSH3/nH0QQQxHd6qpfcNjy4Hrikaz8JOXX3gauXYNWdawIcNXpHi8XRGiokd+7j4S0fqI5PxhyK/rEHthTfO78LsFtzmqn9FtBYYNknTizTfJldxRy4WPUBTcTMtYnkdIpMK23aO00Za3qFAAHeZPGPAxCQOOsuSL1EmgKE5b2+0ODU6567xVTib7dv6IESmxgEmueVgjQjQ/zkzUzhntZ6TrqdXLl1XVx6LgkwRXGzY0WlixZUM1MEjJ8PGeeVfW/FwJME50VFkos9aX/5wfDu1TerxZ7pq6V39B6vsTrcMbIkjPAwcAXXHYHVKd+hlzsUeHP8I4NWsF2KsIIzb7ZxQcghmQjiTeDic7i1DgWeu4P9rQGrSia4s/tJ1QAYQpVCRs+kyd2xp1seZggKGJrDuyW3YRCAUKFusZC+GWfpvbpggheD9i/F0XdyzIdkeXiDGBGorXAj4iJPpYYfENuqk5MAkw0MGRI1wg0XMk4JxlnssqWVMnMeCGKlt8E69u7M+4Mt5RbnXADQQ5Hl1wr4d0dw9NN+3ksXkivFa5mFCSYyevl+G2IxdqjTCc9BICP9My38ikE1CZFn6U/7jq8w8RFWfVNLnttgShE9hR2zaInRZ4OIbvhGMSfghtJW83eaiX6fAzub4Pz1WaC5iRlHhNre/sPxX2Xo4uueb2QoyzHg7rJSuTf7r1B9jsPSaIZ4MrzRFPWFIEdnuDlHyWIWVOeIC9URNLV7duOh2KN5T+zQxNFlYmnUYzorK6BWF67BIdWTDogSkz2mbxyfE5NMAgh/0BF/Ptj6BWWWT6vLXzAa7pJDIKJc4FfKL+my71Wx7ogeGs81kgzJr7FhjNzP5KI2s8tuaNcOukGsSMKMjZyxEWUYSty29xKER1kKmnMhCaXe9zRy7C9nhw/AP9yBd83MdNssFA3aU5sG6ggc3DphwDSQuGxKU7T18O2AwSXEKKXvcGFP0XCGs8Vf8fjorCH9fpVMYRWG2HWTqpoWzrE3AAAAWJQZu4SahBaJlMFP/kQAABzkeJl2vdu0PBOGw+fmCcLNGgWOenBmvU3RkbRf3OO5sNIxYBmagnAnrOIbzZi0V/joexFbKSi6qWIEBidODMY2dJmveGesLq8I2lgTZSsYK315F4duSb5cBaS5WuSozwkkEkX+0ZbndJxdUp+U1NpGPNAVlD+EDB1k1g436EYuOC9eNlauA28A+Q8EE+aKutyaEnp8x7OzfUDPe2Hoq0GisYGOu2UwZRcJGYkttGckfthBpf7QmLNIJtXxJ2+FyN9QpM7CQxi9AzHgORJU9mXJKx7k+1NDYZpLlaSgD2EBiu969ax4KvTznGbi2PzCD9NXql0tU06eAZwH8u+ILmkoikLAGhcSCc6iy631AspWTv0oZMcZ0eKCbTmX4539THGULjllgGf0ksNVBzxhzjs0tVr6VQZUk2R8yEkEJg7NPkN2ZH1uLbQ0ROuVWpEd0nHTEO+S1S5wACLEhV6YAkBnPp7iQSexYO3VNaonmOdOqEOtIXwd6uq56zAAVEAD3j4rjW6LhSwcjCZj+CmOBt9AOyetbSfHQO/sdhTcLakh54y4e2Jx9GC9KSIqHKfsPmQZ5uaBHC6ocMoMAVUmzv3nzP6tm49gVmXFW4ON/vcm+zfz6/wQLu+bitLRAdbJ12itK8WbugEbhrca7pRknef332KiLg/gnuZRyGIkLnJd2dBy29Pc0+lhiz3HOEg91wpTMV3aRhh2nmYzQRwv0SlpHUkYi3ELVb8mklk1/AapgLk1VsOpj4eukvFPKym9bywyp3QvPB73ShYt9AdXp7qnoSxltrb24U0v3LddNYmuFYxoAj5LzButWLM0dr3UGvPIS7/sBIqbST8WOX84e0kTmUQj/q8Wpw93ToclY/nDopPPA2bjz+b2QQXhIwvtVdJmNM5vHrvg3l01V33fkS4QM+HXlFz3XFsiNHDGa45kDVRYeF57Wu/t9iUFibw+Ew3xcISztauRkt2rWLBoVljHRCdzz7i4pRiRy5icZfLIvk8MwQliCmSaFRfdaE7T4UVM1Hl2K+uiUExMKL4gdWGp2eF54Xti3/Bnj6W2aGbIcltTjUqAQAbu0157QPkcE1JaUGCrV5FumXb/CV8B/UKWJvtSRLFaoNmfC/HjOkwpcZkWyfUFs8siTQQ7qPllgIxzGW//5aJptX4+yK+B14DQaLGAuPWL3BEC/pFAWA891YOw3jBqS+2yn4C/SF3O9AG/w5FOFYZltyYShkAVZiBrml80GC0EuxO+YwYB6ufAGQJq0s9XlUhcYmPCmgZxOr41RZRCUa0PqIT5O6yog8dmMsXfEbttG8z/QEdwV8Xh3f38lbH4D0KfmYleeCnTJvs4MR7XEC5sS0z6kzRb2mxZqsjL65co98yVRPA5SdiGHEoOzHAfX2dO/U2vKLretA4IFyLzqKZXPCRV8/m1XB8ahSFYVbfKNp3wi5OLqxN8a3ricCpUgRVpz+/g4OpuVkbodlsA9bHzaT/hUTV4+QnAiPhvSAC1gUxgIQZjXccfzOw22/PGXysJUixc6FXhtfc8Xd1hCAzzg3hnZD6PCy3JcgmYl3EybopWE8fFiDS9ZaBIUU0Upvvu/Xfi1cMpsMz4yx0z8EbJWUy851hTXhkzEJ6wJ5v/EaHapsalF5zj4Hb15X0Valtp/hU9Lv8srKvXhlrO7UsZfljNI+9f75CpsPP8c+FkD8njHx+xEvKUAomzxZDsmt2Y+ILIR85rNHpjuB+Phu9aIfOJvRzKLrqSb4ww/YqxyuOZDks9ATQJA9VoUwsKMMRFpbODAinEVKzMalTfi/szZr1s31YsiUjRaUrTarYMyy9iQmlUHOpsy0gcd9nS8uQuDruEBRRUXhihkCy2xGIvkFTQAAA1YBn9dqSf8ABROuu29UycZgus5jZCSrFYcYmquYpqt9Nx9mjmzPmYwL3K1bIKFqUD23iPiA9ywPcbs72rzWod/X1yBhfvt1wpqqetAbHmL33ADCYlGvo4K0Vm2Pi/oP+hfekwLj44pSSmP5v4oby4ix2xOt5pHQR2FlLUPZJ3AiECbET1eOSnRFzc1+L9wiw5chzoZezX9BnAhINddDKpI4a0Y/UYZGiF3fhw/HyakZJjZvu6KuWdbHjuJ5g1EgW60imFb0kLfpXeqpj66FcvLf/ArnaL7mzb+TDGRgr48vK8CwvdqDfNziFbozWeL8mU5e0wWtSdRFLtsCHKkh3RQVC3znGqvKJ2FyjpZEGBs0I13GsRUpam/2fQEcsCg2sMVL4F0jWCHI34Td9ji3vsnXLavu2I/XACt/Aun4fSmOJRgeYgjQWdw4c0rbwWR/LyMlGWTylQ42iq0PHWn+LUl4MfHT++VP+YZvjCMFDzpar+eVEY+GfPVIXZgxqJfqJ9DU3qvFUC5mKC+ugychl9FkTlhOoNg7vZ445wQ1AhifagwlzEEuKor1weHADdIO/A4yCDj6Ua4+Vk5n6CTzXt6dXhrDaROY2V6O2yJnR2MDL6Hh9oSQ4O54tjF9c/K5IlhZpD29EcTGDChmmuvlCve3cnSFiGJj2tumGTFuHjqkU/tpapJ8Jni9OI8nDhUbPcOaTBZ0sdsUeyn0y1obiMqDV0kra6CWsmmTFTD7v9hNYaZvlsaPkS8GvOe4w7mR8Pq/2hP+Wt8mQrWAd41kxuicf+L3y9gyHCc0Rh6ciAwevT+bmXk5MDOQGS0fSmKidXn6CHFrIL2QCNuGa0uZAAJrbEbDFhBtaBIBddE8dnD8+r87b1pdywLSZEZfpYoSZ6yuJUbAiTVA3xOrRF+wDrGmd3q9zAPjGGrY4vF33H7TC47D1ktmnfkz5L4brtNisc1xu7UFnZjVPSnXiOmxnWUuISEK2vFpz3/M/p26wLLy90TW8ADTYCptM7dGyyawS2psP9c/JlZAHZSTydwEDouMh5ZhNvxGI1DY5LpSXKdvJNtPmeMWVkMlHjKQaE3S7m5Oq7OREHrWZixFG64N6th1OmnQQMBbFkpOTT09vHj/tqHZwHIKSQAABplBm9xJ4QpSZTA/5EAAAc/bM9WORaEnng5ADl9s/cCgUrnzHxfPbKdZ9g5hvdL5Sthz8lOojbkrRUhGW1VHfqrMlBlcuIScCqZwGkTX1RBlTCjhtSjcniIEX+uklqSLTZdWygnFJZUoCJZxO6Ak0Z/L95IEc3Rkno0BcenH04gbHJETNjAgvM0ezrCmWN1gco6RTAORcEHq4KILXta/EtvwD8ZW7xoS7octaqFHFO4ePEFVKxJMhkPEZg9nqU0Rd7j2LrwCDuNbXfA03k0vwVppN2VDg3QWzLwXdw9NABge9N87JbqIKLDX9L5/MvsURpPc0yCp2CUYN1+Nw5y1hKLlhZYzAxO/4E/mBu9YJlPoeDpDNlxfQsH1BGP9IS+rxiWzg0/LYvrAcy2P8JOU7egMtKZdg+DJFcKdZghUh3cz8cKxm7gaSMyjgUuiLqACnlfA3fA98Gs2M/Cox2QpnuKD/FEfC6eDwxSSoQneOSs3wXrMrmHe5+vlcg/3Q2GHESY6EN8j/obexUK7qhw2Gp9fyGUdmQvgSid7GSVedyfftQOy4g+RaogyXpHxuwSYBzkGAE8p1m09cmmJaq/qM5e/aXtGpjsyltTLQp6SUEIlJRX3sFFj79lFqtXVPIIZopyWfCMKQNZtG/yIQv7FdEfBBPJL9FUO/JhXDyOxHlRxyC0BXZYJIFE2+3gZq8nV5BrOPH1+pivKCp+UDNN0Hq43oOXugetQnN1WaWaMu1bsL2D4T2j01f8oT3w0Dn6wsN//AbLVytvxT6UCq5csrI8KaLW44FGDuclpzladIG7ZFxjjmJXIwrl42n5RyuE8hLe9OencAf6DYgBeCbrvzZ5ze82gkc6v6XeepnVH/IKDzBQelXQ4zU0DF+187Sd855UbU9dKKDaC/BOUnJmUueug4cBVbxlDh7X7wjGtjbsbazAhGdEVbfAg2fU8WkBz3Ja8LAOHEH9Hkkc+B6uGXUAkPn3fhavT1ujd7N/ZLLlSr4m4ppiIYCzQAQy2OFqbIG3YcqdrmKrJTyStcr8bGxwWHjnpmgLNrgEYfaGw7lFMus61tEQvc/I1BhtvsHpTYat7uSng01LHuZTLK5GbpVv4b5wGO1dGqhhVl0wWioQz3hN1P1Eensk9cff1aZvkjHGsYcMQmngfRhh0eLnZLuYPNRxRVg+OFA138nFh3ZI9G8RwHmBGwCg0q+MBaRr7J6XhXBsxGI1z0TxKGbW5D8GKZi/G/HPwSRIqMUPnATUqYtexXXlpWe3BJPIm4NaRzvSfIbYPBup7WozINf4MUQ0+1yRTWDYtsk6/P60RdpqkhwWA8qLUKI7/kG7mT4RtCAemymjzY/VR6tFWIbVyo5AEZL5bVs3MoZrnHf+BIqdElNJAri1gr5tLPqv/mrid81Yc+nNP0GtYt54AFkc6NT3gqNcMOyPCF7tF3sIwMOlxVWKFvHOg4PDpRI0cn/oF3A7T8QikSytxiuXqtgOOgBGIAddbK4Aqw4+MUfiT9MDBXQJrHPfUAp7ABtx7r/B6TCMIc3kk4jel0RVBpwym7cBQdGtGsYK09DrZfBjY1Ma27TwNFDa4+EQt5xAFm9xnEadWgpThSjm4W6eCKM1vrDsyawkT0YrNDRtCuESHxvSEFKWZBapdA7AMGiw/XpEkiahxVjn5laGhI21o+Js5qPjiM4Z92tdf/I43VSgnt/5eAXg9vKzzeCvWzRLp5ihTJ8nuTYym21zF5sdHcrBI7I4/0Lr4Xf99wrjKdsewlgxD+nmeaerJtbbpA7LjU8H6L2/NUFu9TCD7JGFFHbTWifFBJwz/zBcHRQ6EOesSl4FPiQgks/0kUFTBHQQn97Pdfwh8hyd92lJsKyZ26pvpBzPoSQGqvhqB97VBw5EkmGztDoSt6nKFhwv4cQJtNiwxUtigyxqztDQdTAqnFwot6ZX2J+M7R40KNasvz7PJQ9BsH2pFkNuZL0A2xoeBwsYPldZVrOorMYy/ltXs8KWRZjGMFPT9VttIpbineJ48JMNwhX0z7i+cXF60n5VGYeAwLGjqHyBDvpYdyZB+S9oJUdAnm+34ZOo0LeG0JIXk6bouMZCwYTUOTwzl1m+ciLKVTtAzIa/7cCV3prdHIuE/eWiCGWQQxmO/vrkeYSMOtWblwW3W8atqzS3PApnZNkJ0sVVJd2eQHo6Vo4jptQtjGPS7TldBTWM1Og9Be5F/n44/KwTZhzud3P/dI6vRuwlboaWDMVgh90y0KFgAAASCQZ/6RTRNfwAEWcEh6rYOOSCYAUwKH2gvjkvyCCrgCE2fAziNx2jenKh85i5uxLVWp/89Intr2JodU06Vk0vYk/HlgcxltlD3V1Q0hb1pKTvQp+sBM06xv8FX+oqVroNLleSsuRSUJjG0+xqDipUCk27xDl2BMmnnZ9b5opSdP/H681nkpdqbDYlVIBu2jpfUNEhrNs5qZapti4Glh9x+8l7A6jfAsG9d2doUgQLWwidSjjT8mJM5LjqT4RyclU2XHsot5bz+tXWIvbZlgnuTuSfAdSB0WG3gpXpdom4/UjNO+177gU4KV04Fxnck+AdDRzHyPxtosotGahAKgVNONjo5WLZ0iQcWjtB0npayMUnIhbE4HBbRPQv2ATYBDuG5B0eTGqNziNZJ+V48TivJZLwypyDTAPDofBqRAr3FaMcz8S+BhyA8JBW/rADEmOZBbm30h20RciR4/WBe7Kth1jztmF5ySf9f9wbKBckkYcYN/dd7D7gYL8/y9e452ZhunJzRTytYpP+rq0QQoTt1S1HF4iEEYZ+qrTYy6xuBEYWFUESfxj/DfVwAK3jA1zqlgQ2fA8Yel9ED/AN/xH0gxmuLdbZjzD7N8PbpS6r5x3Qyd4+fGLjjOoZ+P/+zUX/vlWt+2D2e0K3QcjvR3jZiGFSvpAXDCmTkLPdIwEJew8mRO4qx4fp1jQdH2mKQAXZjzHg1nl+iWX2qOag9hFDGishL3yFg3NWJvcmII7aS/aZZufIdvdD4ePgqWSo5lGFdoqdTnKdcih5S0Cze/faTcVSuQZgnIp1s08LDxFn6uPc4qNBANK+pe8SXpme6Wyry7Jp39SLW/B98s8hLLleaTeaAlr4a6hopB9bewEDBryYh2ghaXrCILw0KlFCOAl+eAQpc0WBk4wR2CPZPYNp3wDcYCeh2TRvYC+pumF2707z11dKI2/lkmMszsKnju3qmSXrwJuyzRH78xUIAyV5TyGDC0wWz7uOSHxCLJZnyrVxnXz0gNUMsLnCrlKuFx622jWZ8qx8Bsgzdo0TcvSXuUkJNv8WmbSxsgQwo4aIzppBjQhNdpSVTsATzbXy6rJrnRoba2oaP9OAiWTxolQc8DxmY5cgGg3WtCVqcL1oeA7uhAHh8ZTzMYZ0QoAHuW0uiOa8XVHytvt5tY82VBDl90+YoR7HltpIStc94wX6aT/YQWMyAhb2X7L3Vt1gC9AtAco9OEpor3ZmYtgqPI6iP9gZQA9a6bqA4XVAxoZoYsb7kW/384c+AKDeKstWK5M82OT84P3PmdqesalZngZQrk9deIifg7m4CddmtU0NzzBdouCfafA5jSdvSRi8Rs5TaWxY5gUiRxXIfYfOrM/HIRMgKzFOYLOksTIqi0hikb/qXIQna11LdwCMqcaecm/iFilqGj3YOhRGuGcIziRsrgQS1CUHkwcdCYtxCgjehxdbRKQ7rIkTqzkTkjRfz1UEb90NNstC6iSbXF80xwx9PYVFS6aeaExrcakFdUXkiKysDHOg661EvcLvJofvpaWJgbMEAAANGAZ4ZdEn/AADOUe60r3tbEOka22H1Qpuds+xQqRsY3UhX05i1KZNsOE/aoA8XYoyUdB6r9fvCqE1cST3sLb5g1RPxT3c5kfYHmYKb8lf3IICuK9F2OKL7MAMsnHXpexJFBLjo1vxjxMqUO6Ky2KR2B4FPIf0by1fTEGGLc/CWyWInDEHSIJXrIMrxAvwDiSqmexvbOQl23w8kgmqmrdmedPNLrmo5J0JCXficBozAd4upac9IN0Lp20bHfxSnYAv4y0r8g/Gv2wqN46DnzCcxF2DrEdOuh7TySuCEV34N0YThLMeMEKgyLAo9/QXGOHwoxaEcbee2A2B9RYk0RCBylVZSySyS+QHIkcAJaChFPmHSSCB8/58r5p4eNA1YfdByLOQu8G2FjRubkRNQnVJuf7GORbZsh18ZdKn5fwq3cjMNOqxrLyiaVOmp9YQq/EubhgtlG4+wk+JC8WYbBgd0behX/SdZDYuHJ6wb0UwMFKGAvDO4NEC4omwzrP6xKUq4uMbIEUy3O4bZ1G6MCFTUJ/ILwjZtnxAwiBLaLLpD21iUYyZeh5CMGgIzQUWsPRc473HteJ6MkVo5gIjdk9BhL+jdR7ITFAq5EcnXaZD8AkRyjNhiWTXIIXmpCH+HPtNClfJW9PU+JATZ+szJnKzxOrpXMMv1yCGxnfBnHGPFlk7hjUnIPjM6ONExWGL9qOO3QV9fVlRgH4W3p+JAoL0RddzAftLTELrVNTbr9+oO3zJqvikyZHkSKsUmc20oo39NW1NhdMr5Kd4bhEmv2fFXF9lDmGY7XtRCUDZMoAxND4sBe77IjnutlXqh3K9+X3tpr/osazCdJCXGMgAzbILdRvXLUMiYEnnD7UZJnnivUp7vj0ZoK0J6aBMgOCi8Ncm6D+dzxdacKqSXPEuzP0s/zr+ZCT8/y9E+pw3iXHp/1U7Jmu4g+uslcC1mD7wgl95LpbkRv2gDlbrRPIrQSrlb+yI0ohZQwxCm0VW3uqAHNWeSIGRCPLalK6HjkW2s000RRKB7xkk6oXW20xmRRaykSk1yM/VqEwGCZIMeCIuEG6U9VMPUlTr/aTaSrc/bMHjYJ5JWcm6F7xnOSs+AK3f6GcN0irM5YAAAA6gBnhtqSf8AAM0c2Iw1BDOKgmz3AZgpHJTHpGiXHTzjVUr9WLMkFUMC0bZwayMx7q7iRNoFZVn8xEcxEoHLct+eZC62BUnu7vJMuN8SdLzZBZa1HIV95d54ZllK+NxShdKFbA6awUnFrvv0QB+Jm9NPRXpx+ML6uM7/fwv/nKJbOthY/YSlBrdflScLc3PclISVwDvAlpeEzcZZGObQf9Ngof2oaDsXGTENaFYjN798fU21yQ6Ry6piJFMCy/sPxx/2faZQ7Wl/lofRvV1D3xcDb4hpxo2GbJxoMLwFAngQVxBTGuaSW+fUr4CVxRjzhQlr1m55CZClrIm/+k7Qc2IghvgFTBzbwpTiqOZh6Lgc82dScQTYzpUEFfz62SJFh5M+Cf+vMjoLMoIyKPiouWmYT1N44bK2hHP+udz+PAuQIj9/rgRtIhUg2VVREuHStB1HyB6j06zpBPuLx4bagZACwnQ9KBcTcabscpCLGRLuz5kcuhRyY8Bri794vKukBvdd1bu5Lo1t8eMPpAmlPdRlIAKAxphVpO52y5w1Ba2T/wePpk2YOY1fdRy9gvSs5BswLHs3sS1VXYYOgTlfN0exPx3HIGVzdjXQ0uI5FsQC6CGPJCy2dp2BvOlu54rIlSbjAc/NXSiCiHdISYJ02gLx0qP7aXx4hHLhAgZGjJ+tZ+1+O+Hlti3XRIt2SMoq//TfAthkmrWEesCYMganKv1GrNEn0KKOevB2x4w/BG86Pg2JQx9jTJIC/8xoLN0Oq5fSz6KXPE4A3dMeamWScOhsBKCYw0iz2jq3jsrBAoNpjNTJKClmVdimREJL/ovcNMk60pf6gmrT/yHs2bRA/iaRUsf7u3FQ91QzyO/yIWYVOqONthuAsTo1GyiouswVuG1zrzw/vJ8JCF9r0kbSgChVfHyuvW02J4OvTTpRGZ5/2Hsb3/fiNngB2dE6WPSD0ptQ3S2cu55bhsNgSVOeIZZRDs+L3Y3/lYdzvEpBC9E2iS0aYJXDmeqWZ5v3C2QaelU3Qp0JpXtM7hzVfEZVnFB4moweEUg59+KqKb5TcIe1as40lF+VdQXTGnGQZCRJ5cnkux6oUzdiaSvXtDIlix8kc6uwlZETLXNNEfARJ3Hw7xHDw3kIXTJ/fAkd5XSeVjbEtFYE0SZhj5N9EpvsGs++77uDdVkouvhUq8mvkET6mAoBOaDzepv0QM9A+ZeHhW8adrlJTcuUbhO1y7ZMOq8f5tjOdbQBUEEAAAYaQZoASahBaJlMD//kQAABz9sZVqBdxvFcCKgx4aT9uj7sfRTeMZe8tvqwYOqGWYWwJU+B4wKGBgguW9JPxyVE4UlZcgyk4tFfBxot+ZO7TKukHZl7m/DfhJE2KV21Reax+nqsBCIbV7E8fofDl312oWZi7I+F6WAXA7oldFrEmtH67xKTseqmWrsG6sB1PtlhaethMNJTn3npIx8F2MVffqrAPS9egzEIozkNAmi1OPTIjcPWrUZOHXrKsVI0tiHFR3+yjNIclaXqW+m3A5hJr2rIJk5kgsemVUCJ1LzVNsi5irgpYA/SLvU7Kkw7axq6mozaalor/E12ivn5rKO5ws5YMep1+06HTMLsnCyIxsNPcJt5GowWckB5c8nP4UtLxtP+bacWxSO4hR2jqqlPaDA++Wce61b98eTrulaYth2e30tzoJJGIaszbkEkTRAmGilq3pkf+SF7BjmBqPFjbu1pmUJ2VT9Wcay/XhuXCATgOUfj1zqVPmGk6etXS/CQ+tm3YfN2t1+y2a0X2MWIHcCv9QnPL5zT/bP4a5iIAKNBeUgMHpAIhfSSr28dQnvBvalSlCUx6aBh38cOD+wtYArziWeIsU+LSeb4GuDVL9or7nVcEg3X/YOYhwZgx5ecPRgcfYUkZkwymL7qULjWEGITaJkHq/GotUaPzUt1VHl5Ld7PvK8qdzOqtUVfrrdqgrZREm4yhTdgb0ZpaapRoTYhNVssZokoprL2wla5IkgRxe+jkLJQHzXRRVz9vtmF4EWmjRGoLGMVASXzwIVEO37OMFUVtCXhHHH4CISwqGFwUx6Du/C/0itJTHdvXNIj+WW4I0DGLuGxmZto///wHsw/tGLc1C7BXo2zOUKVRrhqNtBPXJ+Weh1+YueyZjuXB4khSJREfxV081RLBWdDYP268qQMsnqAxexUTCy6X1R41b1vDZt9FK7/XjpwVlSvjzEc1wiOWrxnalgHvj31l9Bvma0ArtVEHnjB+Rgnf8/saec424V0GLLqlINlc9c1Y+BLxTV3wAOVIHIAmqJlayylqYdg7z0gNe2Qt5Y/I37O6FiQFaACQLPe1D+hjPmW8c5LeZ7fUYp5lyIESm4y8EJVsziadGXb+YZcBDTQuRVnX6EtP2/70gHaBLQp7wWOvi1e9S7/v+RkZ5vBlsqcMbqxMbvmDOFaF7ge7BE9zGTo1IUvYdKRHPFXM8TNNxPyw0D3M4VklG4kyH73AucCiFf8H/HvH4ZWtHfd74zBgqn3/Ih40XLo65kwIb0zZ0Jc9DrM2mXu8g0/jikxVVZDlE1XscUQ/7jiuEocshbAvLf8F0w79W7aLQSq7TIxOCyTLOGO24aumJ3vtqpQ241+dyH2php4BjGcqHZNSPbTIBlfKs51hUqdk2Fqi7zwB4LQwS+p7vHqPCKtCJQ//xQ0qW6IrKLAHSAq51PIJMUw/243F0QHuiyVSaAPiMIlvC8JJt1DWtZnEFrkIMnXBHaVPWmh6quXkTtnCPt8frReT+rCYGhFhelRk9KcOg5HRb+fdX4qz3dE59NZO2TXeLQOq7bbfLA5SzC08LQQNMs8nObSUeZGuGcNNej0EUyra0KWQbTeI04CNBeaULDMqz8DaW+ymJQnNFMHb5apzZ9xva+11GBsTu/IikfDKhetP0tOEzgYc7Eqy+TMFobuUD5wVPYplcd00mL+T6H1UpS5nXub0cRIa3lD5I6/y8HodcR/FXdnAn9X62lX2vC98dKtEGXZ+qWh/Xxgq+OlsKYVF175CCaAfBwHaq2g/ZmvYTitX+Hb8thj/U4wGRXCs+G6QCGKlPfK8f4loKQWHC8lYOSviwB0Xv5IxeTUL7r+MdgRCRoAlQ8v5FVmJ617QKA5eZroDOPRkB3qWOD1zAZql3SBUOvgGSkvk+odKi0buRfPu3+taMrzH8fqTjeeVS7O191jBGXh5/RD9hq7TV7TEokDPJipqCxn3mR/UcWMUDpdMkZcWf/2sX4zqfudiMq4gQf/E3Qw+5aT/KBTOoLw+agVxGG9zwdnw6VZhezjoe6HkcZ14TyN7rhjyQhRbhI9EN7Rum0efp7qQxsAAATXQZ4+RREtfwAEWVD1mu0NawuuCraujuoynfyohN+/6P5fKvIVY7Ypny/9F+4l+SVYwGP7lv0ADIkjOs5lDwzhRpYI9MgqWKUG9FnUH0ZOrQ2Y752S7XaICDIiee9RJjXhpm9ZyDLoJPquJer0m++9OD8x5Be2DCJHAMPaTrPpqY17pFj5fELlg/7ZKGwmasHvABURCG07CLx7/0b1jHnQHJQQZbdJjoMf2zq5M9aNofpSegIAwfI0qx/K9aPCnWTB5gfywa/cspxv2Z4oZqD+ZyMUNOV8Yl4ADlPWWbSZYqIxRogh/8wqreZOy2rRHD0kCEzqFdKQW/hy7Yq6o8JG5a9lLHRW7VCqZuJE9+0P5YRrlMbPYyGDP1x9hf7imUsOXNyw0rf6Y8AeFANLGY9hiOJcRTcPT/uVG6OP/8g4ncmSMrGEtHvf/Kbsnc4AlFR+rvrjrgV2etXDttAcW4DZIaJCtv12bOftLt2oHzEhdNK32OpV/ZilIrh+NIYpFDeBXS6hbqjrZwTqubOEUc6gg8AuKOePDPSjfI75/QpoqalVmii7hDZh5HQkNthfpc/lkfESeNrYtLVQOKWvtnYg3LQQKHCAylWcGOOGmWE2zEBPpK92JTVucGpFUbFr/t2/QkDu/XZF6kbS/ssZ1FgpCJIYnceIea3FZb8jaxGWeoLBQUqFzHKlEq8z6txZ6mAm3Fvajjysh/jQv6xTer8dW87VvRxeTKQPXtvGrwgSPLfMDTzJjThRRbU61QRjOe2MhvBaYcwd76ztIatOu4qzy5eKWahL5mJJVyTh83qROmGh9cpdAuh2IjEJTdgEp0nwT+lNItIE6jHdF1iwAEXjr/qXC3phH2A77sysUPz+f0iB7jRrapn/uDFUtT2k2MI8LSr9F26A/JRLZ7dBJ68J5fnowixzTFBGd4sCqY18me2N5zibwPAe97niDV9bQVTG6GUDO3lma/U9czI126Cgi9rY/yLW58jj9FkN+JpYT49n+i9WZUhE3TKt4xX3nS3q59WyjWeF9b1ZqMEfFLNIXzG2Xb5/beDu3HIPy+JR/+DSpQTk66t/dyOvk65oZLAUZkSbyk7E9DrMJVaJOi4RWSrYHkxJlbF2LdUxWTYGNLS0Wf9VZ32riWR6OWsWc7FggFkHVDdjmGy5kZFBEt1QpXYZVha83oh0SBYKuT+aCzl52yh6fUk7TTeKek6GAaekWRUNNnnW3FVZcYf7b5p051CehJ9DqgZ0LfkuWhcPQaJ/tZ0YfsxDdKMgIplFaF3Qe4IMfqbFsC5MKDkojfzNTgz0PLjUF3/T7Hm7a0EVUgMvfYhEu7sgP3V5nywwHRcK3XOEQQjt8YR2v8j3RZ8pkrHT5MdR1Nr0PVWsYoZLTScjSnj3fD3FAGc2RkasvIj4c9AF/yCzrBTkjvhS9mhTPyd6IjKYn+2rkXK/Z7yK65jNCaszlFT2YrlAfMl4s+sRA17MrASgNo5oYn+Wp+VGBJpl4wmN3qvgb8AWWIHci2zAJpgqXnFNNrSVqQ1/WDT6scNdwJOSAXTpA3uixL22k21hO7xi09nKQ98v6TLo5JDS/VrSEyiEodipmH/7oluNQBR874mpE0V/QMXp1JU1OJQB2SM1Dhsl1yeRiJZXOXNA/qihUgsoAAADsAGeXXRJ/wAAzRypZq6asShRr9prUA9ZZHxDhovbHMX5bRNpu1bmrDLF3Mq0jOjCQy0CNLHXUb0RxEzoY5WwZSPT6UyDgKhb/a7keoNRuPsOvnrj4XNWl+TSKjr8X+fv0S9VjDEBVKaSRLxcjM+iDz7nxvy03asuO8PeVcH0WDZOg5Rawmv/DWqAsQkKmlHCZIkiUEkQAJeHNOA6Px9u+frdu2XUkKjU6HrEJ7GE/Bd6v025k14/hG98n4IZ0h16aSu9Bvc9QYDdiC0gi/lm8VzqaW/AFar0NuW2JPAAkRwffeNz05AKtNXZ4hxilGFrngtp06Z7NztVIK7zPET94n1VLVNu/Cp0fO+EIfSWJhJidPtHoW/ySoZ2Kr/r+wNUiCjJddvZmZUzNXDsp/1OB+W4ttBgyqfnNKhisA4WdKZk7bDlW+jfknpTI5xdMXcGPXPlLxYM9+cHSFMjyS0x9NjFeD5qL4nmISrR9vBmZe+rvH7qQ4p7njoDhaMqtaJUzBKzDWaG9e7zTVq7uYFPTXCWumF2CjSk+P/529y0sNXG5ACWoRda3UU65BL4OWYlpUM2dY+EOHgagCJiszaKu4Ssz4tKnOWlSVv7eVoCziSQh2qB8GR6w4BG/QdIBJ/ShGf7lqEK09p4xMOaiF8fPQ1jMMqeEj2bE/2Ne93j7TPhLhj/luevAAKbymSstaMmsA/iahMSgCrWpzkoGVjz54G0IDQiTuvBvPYe1g3c0hOkht28fPISA77gjOw1/YZ7TC6nTRrlxTslnZUjP5IpEWaABU+ACKzI2QTQ/82q/2WoQlhk+2U2m7oy5a9QLswwoF8CDsRnO+fy9tzOVPEDU6Q6S1R+BhIKrIVIoWfBiICBhktgpqyJ3AcUFBdx0lOM16Xg9CVYc1KbcCOW0PSHprA02j1c5yrj2IY+ehTJ+sXBCUpbOF/UHbObK7cU8hsuMh/ncXfBGiQXBDOswowfDPexZ9ODKedfrz18gqDDPzvM/Agv+JpzYZJwWGuIwRsASiYfAfuIy4P00DrbqiRbcg5EUvK0b4oVAq2INzBHrTyy7ac9oyoaRK0xCC61HBVioCgtBOTxneqgL/t6GS0EL3cRPm1LkrfVk80lCHAEZPQpte7l65NDYryHAqE5KwXnedDjwWcOoqSXf0uNUhI97CmLDYpFNwIhT8ICQ+XBYt4HhK1MJ8cC0zdFcu6gOTOpfJON4yaP+pIHBzfWg+n3iJo4RUUZSC57hEa2zRJrl4oeAAADygGeX2pJ/wAAzSoX0H8fT5yFcmVFvlf7EprzVQ63k56UEVlkZP93pB5lg7M3a5b+4UiZs1vezrRrjXZrHoNRmYwtcv4rWY8frguzI3Vh6jZDEZJSF7wa6n23ZKWS9lynTCZEDXCMjubuT46fK14uoU2MGeTRfkffaPvuaKv1YcTMAsIq9iTZKoQjKMmPfqNEz9vCSyVnBJQ/3PuLRByfYYzxhRgAnYA09XnhXA4somzfpe0tsHLoXOhycraiJLs0la7hQMBbdaufysJnD0xt4X2V0D6XM8m33WzLmcF5Qy7CQNwNz6ET8kHVOP+/LX1lAwrqNubWBbF//zW6UUx+DkN55TbUluViaTLTTcL0OsObCJ2NlvISlc/m6Y2D+KRUCFBcR5cgm2ElK8eQFYmgRolkdDxJ0id/SYNFQTHuOSD1aHI2cAXA01wxvO+Rvjan3vSEaE1hCFbwfT+xwFiB3zwrosBtjHQCeynwre3Wal5NX9HSYsQt3OjQdC0hG97X6k8H5FDD0QPEKl4Sn/UEVCxKNUn/D1LWgkNVlq2xzOCp7WlpE6tcKrU+Li8nGPYodWsF9FghIJMOl0DqYnF5iC+vP9It2fcNEb9xjA5JJbA4e/modBuWSgqy/jYLe1nckIAFVFCe+pTIAE0TdR2+0PDrHDnWZbYJTLX3s5kU+5ld76gxPSiIukSWYgpJwxnOsP+PjEUHSIQOb49RMPH6J+Mh5O9Z6cCSeqpJgSsLrzQRWZgPIHNRKSzQNUQsVa22JUcfWP6mp1bjUVu8areNyf+PdYrwxPgzQrPJv0cPx9YW4irTJznsB6JqEICALwXg/p2ZNyYNL9PPGv6mnWX1sYLI5t9hIcyhkVJtEZvjJSGZBwTc3XTeAuN29ArnDYDohvNuHHYa49hj9xMnsNobMkSz41dqSdznLcmHrLSkb6XtsPXXUeHtGrh1C/KpBMt+ogNam1gXyNL4PoZDUBur3JfR7mIpnKlJJJqItTEd7La7CZYoPPFreRAtVgToofrSwQq+ZJ5bGEuk2sdKu0ROKApucZHLYs6ZbxEEwJDHTNaqiQFf9qecGLFqEMg2o9lJXxqsBf/vMrZ2r339u4QXe/aW2bPTOIYbSI/onj+4neSNBMxxJ8jL7BLdvHJQ267CuMcKLNrt+sAo+xhr9Tw6lfWeHiF3Vs87E6t5Nk7UBtwMfhaXUgMgVBFWIlv/4Qb1fdL4hq8iQ1H9czxSxoIQSX9UKfnacetg1TGjxnGUvAJ0Y4HFEpEb3n9Ev+dQQDChitkkp5rnRjUwtoEAAAUFQZpCSahBbJlMFE//5EAAAc/gX00spfkiof608SWFilIDGXz2uQdifImTmvQr3X/CWKoXxj+Tu2vOkwjYd1XWmF8WPM+EHKkSbobXs8B2ugSYXqj8tO/G1UFWOyhjW1izkmkoPsXUP2iya/C3RHxc51xQJ2ybDpzpkDXN2AQxB5krKw8pD+axKLYNWP8QRtOkTB5gCkIIz6QC/T+HeelI6kEdIg8dNpHJCYmJk4N3m4FU2w3qgdQ7A8ObzUtaheECC+/EeD/B4YA2dV6BX445aSgMndvn9qmwPPNAoTffxcdonsGDIcr6hys+AWUh8z9y8iootyfAnRXm4Zq3m08aCJPM6LAbie7vyt7j3EuW3TeUheM1k1BKSj+4andCpMslcK/Rw+DV8XAsm9v5kIFxrQKKFRAVk/gtWGgRm0X+mNsjft1LrZQYp7IxBGpuCHGx7WMiWLwvsdeiayPosKHBRipyWgLNJWRQNLXKJlSWPShFonv2W4r0pq3ltuoZk8xiD9JezMcIFVRegS9Qjg0CfEKqJs755W5bdJMcI9SrmhM1R0wwc1dukQQev1RD1qrAmC7y6oXFEq4frifb0B9bOsGDZFwO0P+xw11naJ6K5ALuFGmyQO+BWNHIZYYHE+Zv/ajDNy5I8JOqRyx2RjVg9LpcbIZ+9akxCK96ufMJLRttpkQn/4CXH83Whq1ShW4q3VgicPvcVZSJPWDgOh/BeIKv+A+JQ6aG5KxWBRXB2gwHm9fVjfwrhZCbFg1BMBD6bHLbsz/PQOmUJYzUxCyicWy3l7AM9/Rd3l2Dx0onyyXJVSd7JXPyfMjnoMpdCLGPfSUs5pinp+aX3u5Ckaxn3Kk6rcaWmxFvvAC2CDqSMmhdjdTpJNo22EOtZ3d9mj7SEMRJijfGewxQj5TfKCNzoIaIUPIq1s39MqcHLQfk9oZnlWpyVby/MGPxn7BemvqPTKBJxQvBy6ahfE+Lj416y9uYMSttcMTYnWRQqwT8ykuVd++gtpTX4+oJdHcPEuFafp+tHZ3jrzPw2uKtPnj2iU2R9O1AfoTih2Ts5oQ4kLXPpkhRQR2noNWXZ6SXt+cXcmzUeZXSH4kPSKUlIPWK+6bQZQTFCVLj4rXAiLhod7Bk+9R+4RTrWDZYB52YWi5smHaXGkxyC9Jp5LtIvhldfFaRnjx6bV+SGRx4zmvj0M2ZK/0H/N2m5IIJ3wI7M05mbGkS/U9jxSkDG3otcTQ/uiJkKJGrPcsQNkIFY/yocK+u0n+3K76NgHdEYKuhis94oZpBGRip8uhH0XZ8KLx4g763vt5GyibmYTkFl3sx0ob9hXh+74RxWV/xQgUHs7Q2Keak3/7rB0Gw+V7C6nil7jtWJ4MSDrHIHcC0R0LJFpct3TWH9AaK6eSJ93spck0iD9cTbg5/vsZmrxWxvSaKOc3LeB1TVcZfryGQqAbPXWJXQEkqJ2EuLJg48NWVCVETku5eRFiJOHsBGT/R2EU+G6NP6hxGC+s4h7k0bY9epTWurXM1/94Un1jFFHAIkjZgzz1wzwrrd1MSYAHuzU+FagDvW2eNeJEITS24bgDEV0BKeR0S3saf/4PW8OE9ZJttK4Pt8KmCKX+5R7ziKsj84un+ZMchD5T0he2MGMuDY68k0hUdiqyUFcZO9McpDorf95pqdLeh7t1cVgff7fGfPPLpG353/wpM12/cmtzfhHIeYn7ETAAAA6MBnmFqSf8ABROuu29VBdiy8094cEGpv6W27MndwPAfe1vsEgPWeDbpXCE2ScIOYVQPS5a5AkF4dn7i3BLLISvJnxzqxvcIvx+r/VAJ6MMlPnPS/U3H/9wV/QS7jS9b0BElXzInrUsEjbxI6hoaD8mSOGwXwuXLTVX97GBXm+sXOiqHVzCDpX3uTBI+riF+3ZBS473DCV247jYqqa7Gx4/EAT92YzbkFMSf7//zJsDr0Gsoz3u+6TsvExE4x2wI2PXjgLWrhozgTjQCy8tl1ooHe1/1OiW+SiE5vDJg/v9+AF6k6OZUzx+C+6c6tYAQDuLtjUXpVjKmy8CpS4T7hC5L3H5t4r50tc42VzCdZs2rapUE/rGkNQIO/jeX1ugeFb2BccDJo1yAucYcUzlG1F6oVlxQOgxIOlohMVQJuxm9ceHu2mv2K1OjvmHVeXSkjLrS5TlktExa1QixoLvAjvRuq9kApjzubP6IUuVl0Q41N4R0lp/Hrg6Eau5Z4iMNqEemm3vevwDYjQZQltjk5yOybuoaDPuP6pj1Coe5gSq7fB10DKzeNXwvRlkCuBklil1FYgWgaomwBJqnBlMrSkEOnjfHcdjKyBLkWvW3BGLIfZsR6uf903oyMCmjeHUCUe4IFntMfyoU8qrZHf7AYski2u2QNYvjMOJ/7FZnp+KkucFNmsypzR+Zxqzs63ruQbadPcMpNmsPjL8nh8sQbf6GAQuHpsVHFnCVl/ZKYPQr02rnmwQb7QpJe8X587dYAnatjhiH7uQwf+h7lkO28yWA1pEeZE4a9y6VBwhlcd48LiFtycJkwzwE526MQaqXdbB9BAS5bRtGaaHxRwpSAQLcNIi2d0vBLmDuz5GtpThPZlGu10f1cqNbQhHHxjTRNHo7ZWyp7j7J/li1VAbdFHaDmvGnof1KI88sj/Zv+Pw2+4cw1B0rD/bH6SuatAcooCrHW48m9O97Qm70DdFlWHZv5mrBeg44tow37ITkdcUBVmeFfSbA1g2PB8/BehNeSuycJvk3ugLY7ux33wGQtCMy7cUYuf2Pdzmso56nHFkyDoBTY2tzCyoU9B5GxorNzfngd/h/L0szrzQfutGwtRFC8IElMMrOGQ9Woe4KDGBw6C5PfCYbnticv46VUtgy4wKgbvfW1fVhYtHupXGzFPLINkmKaMSSTnOm0bAwCW3EY28lJ/tllKJC5ORXTzR6pGCO9tpXdocUOTIf622WeebmlAI/AAAE3kGaZknhClJlMD/kQAABz++QDCV4Pct+DV6uT9qb+btbwsYNTQo/15vH5CtnmmlVEJO+dzS62GZLoFUKE5MknoPSw3pIi0sgFgCvUTXZ4I73tc3e8FfQ8RRzavL8O0deks0ygnELEHl8sVJ2c9WmzX6zN6U5ICRcdSjBMSPPKjr3+TXHEstGe8DZPBoUhEZdHIJ1MJyOU+eiY7EOy/gZj6Uec5uHRuu2tLTTQoB3Xnpzuw1dQxZhHRqs1GQ5gnmZxDBJTO4U3SezcdNMSRnGL74uOCtj0HHyp6TpRmJVxT58zmnUk4twsD4bnMlmjyIuGmOS2H0J2nff9EhIWcK4zv0CVVA+2qTm5zcY0xL3aZR4Sjkj7tq0Sq/jXGh+MDmLbA+Ga6fRFMVhTtTE00sgRJf2CWveXmkqEM+7CsrORQOiJR6zpOuB0DJX2ik1hTG1DWI0PPxfb+PYt0dCenGxipEvRpqMMfVR/YXgWi2jFBt/lTV7mP+T30Y0v8Fh6GfsHI9wIQ9cNUN3SaIW9AS39mEFevtDv3hukE/6Bc1spuYj+6Gn9gONigRorH8oTEELoMtgQcVIIL0hbjMItQtHkliHwuyi/bJ936AV+ddajX6wugQmHqwviqgtvevS11vxvLmYindnpxPTT7/P6VEsmaSUIG6MQdVjUNw8dqRrjwJdANm6TVbcQxFbxHrcU3RDD5uCf2KezskSYpw6RtFOAFNXyqrHU+CcGNXJzbKQragwfNYiRxLDqTA4+FRG4Mpp6zxVwyAubv1/+Xh0Ap5KS6CybHpCGDpFn5mCyOOzpCL5pR9RUFvM1iouAKFK7IaHqC31kKlRsHlWijSYh4Kg2Au18viClDVTQuBTQk7z41O1wDZ7vq5aO9YHQegxnLK+gsVgDjPdUZ7YSJnYUHBothTTSKX/TswrGI5YpE138MfviQ/OuKXfIu70uoDP+KEoSEUPX9Ha4AqtP39jRoSk+rd0OIuwbPEzSHX4IMzJ7Pmr2PC/te21uiaEyx3VWucSuN7tzrE9C7mRlrpTVhGtMGh1zSbVKwEygWaXjgi7ZDkWutyETbH5+6dnD6O48+I/A50TDTK66VOeD4orsl7rwUlXIIL8+cqWZ27rDoTQKLS+qUzDEY+yvQRjwrEmY/UsWoQz6VocDQqKrJBemHFyiT0nkOsXjliI7TsGe7jUZCE+Qs1+dRXlp4swFSJQI7ybqc4zbSsroHjR9oOSWDapcseqIJiJtc9yqPrMIKEHFWXdqyKAii+DERr0Ad41zGRd2m8Al3CrL6NY12cYwaywZ36MT/y2SJvtjIUPM/zl+ZleTZ+ENA1oqSSUoKU1nxuPduhxOcy0D9tSw7glFtZN3U8Lvq4ajpMpcmALTYBysvPTcOScKFjOQETe9ctOrF5gG3QAo3qgQP4GURXtLFf3G1WEYzRIfEKaKftkDcSmIpm4hh7PTb79M7BRUiiA46tnsjirXdQLwLH+tPM2fiIXdxyM9jujNlfHYKuhQ3OAic0cDlQLbEwfC14UOh/z1KTaKh49ZmbWQJ13CMPCkR1tXrNRZ/i1XTk38klZaNIIgmqgVej7/hytQiljpOVI7CfRWEI5+Cv66dr3L0lslMZ88P80Oe7ZzGF6a9CcSQ4qBbz79n2zoHsp23fd1uLoVpwAAAPkQZ6ERTRNfwAEWcEh6rZ1WQ4T/CLc/khRQ/xbvDcTWIRVrqXpQCOmedYQNfLXjFm2c9H4Jd+PESHDqJrgd7LpFrsL4d/bdF1Jza2pXptNO8Zh0PCevApfDnwN3j3U36ouiJFu4Pry8FK/q0PQZmhPhl2unD4Swe1CdakE7ADmRzYj2IFaPh1wL702EYDR1/H+qdba+OUSDV/nmt5ybXtCm+c8vkcqBxIOEOAhydHqv58t/ly+Vs+d3HOLZ7sexiJiWHoo2GoDolj/K5F0RCbUh1GhAm2Ur65q0q/2UdwQTUo/82FJuVyf+gN9kgYg8uTgOD+kxKa7VhXa4HENfdJB7oy1Qf93X19qPkf3UNNzaAMzwqfB/7ItVr+VxHZ1os1ff3xb/IDwi0VsSmSsJpjQ/Pj7VmzHO1BeObxXA9/QLMKSuG9ZmmUm+oUsZP0MGctvGQMwUhyjJ7Qq93AIW/wjLJ+vlrB+c+o5AebDVY0AytJ5rsjMlInDFcoCbbsJPa1XVjEJVHmYXOteHkxU34CD1oNe8MMYTymk17yUPY0DqR36eJ8aVKRp6Mx2Ht7fi8wUTAGfVpGeRhfh/1/Rm76plmpcNAiX/9Lc/CiD7MWmSXKSgzEf6g/T6nCXRltsSZyHyUkWWcLbacuvUhl5u5DjI9QRaG2mhq1ypJOi7IGFQKf7hdExM6m9kGZ/cPcw9Xap/4BQ4Qg4bk8deQntL6FWpsVWc8MGf6ETqq+pVMjW3w3kAvz8KiY7AHsSQXaw1biid7Pm7MlfBJS06/SYJB/qDX5nLWAIYqxRIUfGIHQ+sZxpRPsb+mTxifquVEQDbhwLzQgxc3rCLNgZMk61M5qDwgceY8BG9zTkwFUHbUCgz4nkWZgT6PNjShKZQNtCYCaaEsTixaLX+E8k1/+6+ERmTfB7CNhcbxQgCFVsahQN98phvhbYw04Cpgbx4gzuA8tyXZJ/DVqYmDF4WNYIqZqzO52HUtVAKkKsJ7QW1cWeNM0TLKUHLV25wUOXQYgGcILHoUZbZLcSF+qpv1c73gxsCV6sU8B3QOziF7FqnDYBnVo/1Hgob1L1syPrdG9Ax9xg5yRY4FiEUcIyAzwvdfhPi7Q3SW6bN05QYjRncjhOmIWKYMiPQIZ5Ygdd2SmL9j1zN0SJ5bJydKz9+83Uf/UWtXuTD1u2S5p3UKnXtgwdRcfV4yZMp4RzzqP3Hvok4xPd5Dv+adFvdSrOjB0O3Wnzo5X4aJSqBGpPwKb81tiAESMHFOCnpdKVcd+t9BqdoOZzBwtOCXeZi81EG/K1ZLod/KXRN8poOYUGnTrLEeYhVZGtAE3BAAADAwGeo3RJ/wAAy8LfesJ8oocomqF2IoH2ZDLDcSaUj69u86kenrDPxE2ff5BlO5j9belB0LaMjkKf3GlISuBb4FLA2zTiYWtr/L2X9wvTx3QuhrpK+TPCAQ4qgSuJ8+CCUYAK1qgcr0eRm2OQsIUy9tWyGy+1QK03+QsenEZLQ3hkiG6GnTymgU4+GuOpYdv0ymcpusQ+KNf5iHQbWJmPikls5LFjcFIHABs1KJD/cNqakf4IWjFLmUSQKEPxWOJR/Oj+hE5FG2skNqukMwoDLtcVP3IaJvY3cDAdqT686j/YsS/zH3oaynqdBstKA/6N0X3Sny4wVyjTXeMdIBbYZz8Yq62Gi8yfNC7gOI/Bwn/kW32o52uE/UIJKwW9SRG63PtjWSJEpj+5cqhRC1KVymfnBG/MCGiUCcvjXRd5BLdGUkemPQgWSN7GTxmIjxhTqKfAtqYhcrU2gZPh5P4nytSoAGIG4fsKTdzpLlG/BWxhWmy1y3DBtkLoiPf0uNl0PpEYVoLQ2/CCZyC5rs0XI8tlFHnn7eOTPRiQN+3TDLIlQurtYCjxfyIaoWNNTeAs0q60EzQYumzU+YTTpSGKwLeR6w2teegSHEimppHbamFr2OBZ2yqN+W0+ArI2aliePjh2xnJbbqXSsQZ8LVkAS7fsWtT5y79xEWM1eTI+5H/BDyVe4vfPoIeAaIFgrhR9YyNNpJ7RMe8pm23PU7OW1Z4+64YZ0kAHkEk6LgnMvnVbOpWrnPUGxgc/LKdXpQds2AbjYmyjmEn/a+uq8uK0xBp7/+G0DrudlweF55GQVAN6/4pof58Vnlr46vyAa8YQNrFcGHofNjMagFRUDsVBL7//D2UZmV0XXqniMuVD+NVdr9vUrHsn9NWbwYUmnZvnsbaoJA/O0cWzCWj9X8Kl5Ij9AkoGmgllGeJDaSwXUFFCPU3jKe5h8gKjjr1B85Jv1RSK/QZEEJ1KDvdoqWOBYDJj82tnQw1PWyvTYDsBXRAF8mvyXLCBu7Ybe43ikQSS0THEnQAAAwIBnqVqSf8AAF+f4YghuutORVakP9lGmPrNPD2lIy7XZ8V/vTsjwYj2dMJ676KzfiLWyo/pXSboPQjr8x/DqSzK0MnQpypAYdyIrjaDs/ia37+ip6lfXcuyjJcMTY5LNpnMunlr1ADh+VRr/ZWNnMhWR5AP0DfUg4tW/THndkZmbx6jKvqLAipOU8XfhJxv6h0lXl6ftcbRuCoEv1xtcDCrSSgXZ1JKDv1mMECZWTJ+51hyGhXegNhOZkCdLJufkEftuO9CykZYsfzNDx6j3iOAAG6BAjVNBkSP9vdJ7/kGH7dXOtbY0mixuICaYlYt8AvS1G3Uzgv5bIwSmyRBSdLWoqGwUBkbjPd+q268OlewDo5KoOHaAK9Ofvs3hquNX7y21drdorPBuoSuwJtbcbnUxuZcjRGFPHED+MmhNm2Ya1JqVQiNd/d3X9dy3oHjM9x2qswjm9dE8zeROci6l//icGIEc92KkTeNmpXGFYopuHqRAaIu9XTVXDqfwXmvFLDoXy7CP+2jN4qJhn+mex0DJdvyKOZOZTDN6FC6Q7zn2BpcL5cmHM8arMD//M672IFwM4+AJ/3OAyIwaUHbRR6lcmhlZF1SqjpmbYyNTId7CFY2h6ybNBPWvbtAQyYe4mF3uvx+0vuq6yiOvhyKHbz643J3a6O+LBdWwMrB3LQBPYof2h37JMVGyvEmoDpEpQrvDQayujQddJDVGqgdZVGNWI8lrIW0MflysIgLuB2+kAN64ZZur2Q+sWigFRyknNG5AHXqajvqxHcy3FvvIXrYmBuuRGxMang+KUKb3sxLgr6FeKTSbLfdVZGJbNxi4M0A7K+hldfaYW3kxoMeekF3M1StD6Z/V2WypMOqVZfhZamwrq78C2S73b1SlhOIHlzCY6lS+IzN2hZS7IgWXAgroItAjaiNMKMO9TLKTXvn2QcA5frcle0LuyhbJZC4AOr5o8IDoU/EgtZAlm0nqBlDzgYPg/LgNxQkSYZ11pkrkf0QcvN77ppMy+oxE8AERJe5eQAAA35BmqdJqEFomUwP/+RAAADVE331uJT56nh/Y0OuoLOub/lqUcA7BVpJSkTYAuT67Mu1PenADTltQpA0mJ2z/OJQ5Nvnk5twNDMLngOWhXFddEazdbY49bzSXdaCeORyF9XxMcBWUe8JzhxyH1NNokeogvYiNUOd2AVSburTfSaxu83Bd77aHCIXsRMPQvR6xjKE/mhwJDPCGNABt7ebdFygI2/KzKvupzh4YcXfsmMK7afdb6qsINbXdI9DJctCl0FvTTSAC8DWTiCuEX0BcinYCeqEwmfCvYTPWzHSqmvJwscegdQgCsjEueHJE6GJAn5KvtmVAGpZAXTVnc7EJ0tgHpIJCWh5q8A3A+6bzo13wC5/IAw+qDlqo725yvrO7nOsb55skF02zT0mf6uzMDz/sbKRM3EzS437loKNs+01E8zd32+pkTBBMPXbO2ioy5xQ1aK0B66Mswt6poyfC7lJp6+1wNhkxtxQD5v4lHrEOZQCYylEIhHjuVnvVInOWSF/PcP9Vx3+bpnDZ8WQlf3PMI2vZ3xe2vNHDfrIhSM8SPUFUc4RYPh2Wpe8FhxzByiiR6ePrMR/EYG4Em2tsrhFWoRvO/I8snhXjJ6XsynNlhBE/DWScVpSmqvOvlfWp0isJAUYmfbD5A8yzcOKJrxa7Kb2UqumR9sqA6KaRmqxqwQRdkm7AlaTxc+/BjfF6iWJ85rbhawUBfdlvy6XMT7eTW08YStpl0He+Oq8OK3Qj9o//+oZ3fTCO1Zkr76E7yUkWq1YpmPgTO1wV8FSMWc0yjCl3VTR825A4JRPQhE5o/LxaKygitRQO3Tu0SPpsxD1BsjHtvIAOvA3WhxT8T0H2aa8DZvtLfiGQbKcd1Wlae5toktLoApOSDEb2Kho4EIo0RengXrDCrKUdk4DDDT/oJBk/hCzYFRvBwEzRoMKh1SXQos9SEW+VjYprBkUvkDjIV+fjMBSYSOP4jc1NP9WwWFTNOMyo9ofvQ5acjS8/43qr0ChQgTQ9aNK7czmIW/aCOtGuaIDobQFNjvtZidrlaEdWTL2OTU5qPFnj8eZVALCstSK/vcDAF740tSgQIUIdNBr7kMJyLDhse8gmMENbjz2I/R4nN2TAw2IY/mL1TKFdLF2ZD7bReExegkvdXn0mvTb3UoYIs5ESE8ODy2lHGY1YSuCB7KgJ8rRtmEAAATyQZrLSeEKUmUwP+RAAADVDu59JfwMV/GxZzEpBjRKETgnt5MBtMYYd2C9ZrYcz+48sLgeGdyRvCaOWgDhtJC+qd8Rb2NBS8av1t157JmxgaapddZVmPLk66L1a/hstHmBuzs33VMbd/CLD6EVd09Q6LyxKjP6fqU9YkfO4GtBHS/s0viTe0CtT4QCcnkZ+j5oR0lcGnpX5As5ZXTgGU1kYnA8KKeCKGodiVd/LVpIrGuRBEg4cgqQlz9ttXhtV/ibKwv6nI24ih6objE2ozO9X7b6lDyAYuNWPHtAad2SB9EtNfKCyh3iKQgMvfYhtbZFCpekYDRGrlk2gtHBrdVTMU2BChpUqRxhs/TIb9V9D7I7/AgckjOs0wPH/ehxGsvF+cBT+iE7j79L3x4tIgwa3LklmFCXRVyD79WwTlO5vueMUZsxpBwp4iQwNItSfdrF0PzduT9KZCk0P34Ztrstsxv28ojPKacxfIyLH2eqdzr21L4yaFoO6tUTSrhmHCMVZcZcxzzBLt0/0gd5gpg50hLe5ycLRZE+i7Frd3mBE7REEVqcb5Mf56C4fs40mqATtmFDWj9D5TkWss7kh/JShNTG6UUYBHPY3kvGKnsf1lKvCuEJfKwFx6JIY/jU2g4QKidDh8tTisl/YTIZ3QCIT8YBs1CtzuokSwEt7SID9AUYuilIRYG737uAc7nXZOZgsTyQSjc0SGUP/QXn1dscLwRQ34Sa9LtMkDrx8eVtwosUz3HS1n4peWSaYGCTwT/ZHMizLIpDSa3cEx6GmW51DWJVYI3pCOOrL2ZOk3KRh7O9B/Y/WcaZOrHDVK3/3ZFRsW6xLRkUzJxKthgvW2oTJUUQarjBgcvvJWdP7w1yBeW+nKOp2mW7AgF4K2r1WJymgv0+dVz45EZ8EQeWkYQvGJ+6br3vwiFupY6UuR5p6gYddXDHaVs1D6zX6BvFvkOzC9qlxmfslT7k+doXfyb3seDrMLBOcCUa8gUUz9nprTM+HcBvYvK5xZsOUHSllo8Xl/ljsvW7bv3MCnZzz+/zlos2ZtaVEVIMngqdN8SWpyDi5FwLR58XynVGuSAHs3gThlxsjyxNCZLDpwNpAgbPnx5WwmG4iLV/17kPVULiE1gP9awV63WV5SoghhS64RIa5WOVuGaKqGyq19//r76MIrB/sd1n2PjSOe6bNP2OOvyfRDR5jz0R69fL7z8SNXM4Age87F/9V1AEWR0OY1ts8cw3gfqTiQ8FWpOjnTf+piOLVbqGj3plBoWjStuE9nUe2gH9AbIuwckj43fqiYmbcAEHKmjovfHXmx5hsR/eJ+5tLUw7Bx0c70sVqNJ2l6GODp6QpFuGGQXgu6EbL7+6tRWEBHSalmay8a2LtV3Y0FnN9n1lMjoobM5rA+MlBPY485oz+VnSsogulYW4LB3lJt0Rlj+qN/QJA7k0YnCUyfUwFj00IsdXUUyf1jXrFbbOuUK6TX/P7FiowGP8lEAxNwBftnQX2N53VuOE9N1/IntXz9oBcrwEOSf2PxazfVrGIbB97MrLWUFiuXs9ZIx6M6on/tBMPxQdDoluriaIVzqALw9lSh9P+Offhb6f+ybyZPkBwE9Lowl0f/oKbo86QkzEOeg+vD01wfxNqNXldMIV8PAkbTFGGk6eixtuUI67fUu/dv/xLvTSTYEc+osyHYoOAAADTkGe6UU0TX8ABFnBIeqtsW/AAZfHO8PXA38457sc5siaQ+5Ofvy43ElRpT9pI4Kx3woKU2ykOE4uR3nMfMKJlJBlu45wTzxczvmX78yBxSVivMGtTCuVcXO6LJ3pcDtgyxw+wIEE0QnQLLuZrF2Ra/0JAuMyhqg95f48u9uxNmkH5iEPB6FyjsNavY9VE0xEjZDRrvu8ltLtV5pxuqWaO28aG53OfQqx9BRtrpzTJkrdhV5ZMnIXyOASkxpaMZNCS0hOQkEysZAHm1ljI0JyXSztd/06uPBRe/jpqKQTsKn/0BNuVv/41P19dTCtUtenhd2OGrU5KyC9nPOJoKhD19WVXhpjnJn+B79pN7CVO9+nTCkOZO2PA5JdJQZqUXI4TaNN0VVSg6F+GX9bk3heTXNp5uP4OGwtV6cDprS/2C+uJsvCJpbHIFI8G8VSiQUkcVmx5j1iJJnhCFrmpPf/NKxHuEbXEZfuTrOjDZLEwGR5k69PQ0+i3TDEgZGjxhvwwdmjlvYK2gr9w2IMRuQv6uaV1ICBrShWrsDnKFZanFGbiLC6Xp4l2QPLSkPCWMEOSWbiQZjGV34qPEx9kuVhY477cc6skaA73h8wAL4HMVumslHSiGIIIvvcS3+ZK1McMbprVgxwWJzirqifFu5bO2qF2Y4TL86E7zQm7kDVBBLzmxno5GriCDdgzLanNWg2un4SlW8pv23Mpnq3gQtVUl02aKd/ZkQHrPmEocc5y+c6Vbm7FBuRe7cmXBltdPFNFM3DJ1eFqNyTbq0PHy38nvXwRGS4k77UfrZcwCWmZyuEsURSCtyY/pPRssrtrS6ZN33ermyv3ZVwnXqlqWyR547j7KhJ1mkhmtfOq4dddsoqqNi83dOVfIIEMHrbnqc9iZYh8T4nQZA4ltHWfXulbpLti+PEJyRQMxS1ZmJGHiOF6cbL+5PeFUECW2WYyGanbb1DDfupZNHRKhK9xkuFXPkAPHj/N3wG3jJGQuifNAU0rcAUlorP43kqhb9CPdQxxasfumfxDuS3Z20j7NWD3S82cqUZs6h/zBNmLCAmPxB3qgGG9lzFs6rqWSxwwRwExJ37NeWg/JRrjjLYwkt3LKArc7rc4tl6vOvO290DagAAAqoBnwh0Sf8AAF774JmNGiP9fpw3W79IEGf7bUOJdlnlDnNv3ttY4ZENZqV4pwYZzRMClSQu65yJhGD7HVDBjopVxZ7ABvWXidjKvHN+RY0Ss/3UQfuBrf5PkCvEEfNoINW/tkC1YIH6qymtg9RO2L3ZJTJdEEDDD7+xBeJURRWK0XCEMRTU9sbq9ng+4UDcZiIRQrQJ524Lyy8dnHlWD1Xy+9dKZkXbmht4N2N3MhCLbwbQ7yhLD1BNhoGod6YnlFpXTLh9lEFiPNS2hepV8VqG78euTkOT8DRTQfAgw3iBCqHde+RNPgTA5yfAliM1knsZRHH5dFZVELDV1YuujQ2DYJMfTG5Kjf4fnRhYuDq6ftboJZ3JZNL06CV6p80f4sxOni9pHXgIkWOJu1G3nL6rfXej3bo2ddm7OUbIgI4m8mb8qIv+VL2kE2+ohYVZGCibbmQlFfiI4sZ41dW3ib5+Eil5taNHQFHmQuskwTN7HROGIc6GrJelZVPTdst03dvrh4E/xlIkDnh3KbSEojVIBO5HrftmtfS57UsUBHleBskFEepoHz3/8Qj4gvHSbNuL11XSSMLLrHv8KHI2c0/qljQ27nP842x3iqyOA0nX1elG+8gW3Qo17SV3yqEDVIXsBOQOgWd2gmNOSyfQySztlvxOlqwActHhGYddiL6u9ALempC7xJoP0WfdynSF1eVEYrrGsf0cwzIMI91jmhlqvnIqJtLN/05NLwXpKVLS7nDRaqFbkBc1ftMqlVO1JXnxZ0Z3iVcRPPkGQl5A9M45qFe8kTZ8hiGjGqaa/g9G6t/2LUYfVsVoS7aWTfESOqLPKScY9kuNS8cUo5r4HdFrf9muI8aqtRqehV/n5IKOdjl2uJd7T9ddoALTzD4smANMrcSfJ6Nl3qmBAAACvwGfCmpJ/wAAXww6EVXxvejSV1x/Oou0K9/+8ruXV8EYC30Cf01EgWEMSItZyk1YA6M9V7Ta5iYn0DsMyutKEjEXmlvivJpWUcGLFpiwtALSbvglcUMTcOlomPxI1sLdVHqD1H2Yc20YhOi7r2amc7kqcQeWt1gveCTwJz1hQZmDQaFziA33iXiCRVNKakVmRRp8L2ToUaXfmJdpeQtTLtxIpYY2WsxqR/5aJVv1cCCv430rSVKL+KsejcEQ21Du38nN6Hv/ajGmSspAVQi4zhzs8v4Epa6LvbEth7lCNL46ksclCep6C8tIR5pimuHrT2VSkXmtXvzFapFOuuske0y76W9U5WsedJ8keASbkWZY0FyAfYPFxI64z16Ii9FJ6v7Ede3cLX07Yj3N4jJ7OavD267DQJqcBh5c1SgY4v6gBKeHluxRxwkm6cYDUzOi8mRqw5VTVnGSwr5OuKn/PLXfKLUF4xjHSGIAZvzbZRrO8E9iJ+tVbf/vIYcilTxPeL5AbnGUzD8uXbqrj1/kZ9J2f4UbQOpUsbhpb13/1RKb2BwHIXmLcQDKZAKgAczuCxaGFWnE0VE7L8PVzu0Nz+3wVu85ITuauT7SPF+G5WccsoAZBkQlPF7ZHKrnoK+7bEvSUkV4BrOEyQmJYmAXV20McChiO8JvSaqfpT+0RGjdRZXCOPHNu4OPGw4JMUMNH3f4Mw3YHhdbIo0JACclzF4J/aRdu74JFnwvDZKhEUZB66N6ccYnFxrpHwXyTZW4xUQ6fGHxuOUnaMpB4DZdqz7/M5GgoJB5CgFYkarawTUhCA6f1i1O7+q2bBysDXwmYjwYAqNkLMql3/ekELhYrPOB0int6MuaJamQbyNWnc2srdxFsX5XyP7pYQWCoySciykcZYTAsWdz5SiSeG/MuOKTTVmzXIYlStfrjGAvO5YAAAWMQZsPSahBaJlMD//kQAAA1QitfHrifPFZxcp8Ulq37eQhqdpknNAUF+hkKAwGF+k6BGW5niO0VfKq62TMMrOfOXLliiYQ8IoygE4NE1jtITEb2wcE5IuNemqIdut+C7nUUgNnmJP8mKgtqS4GEp+abH3wc4rhD08O1KXXsXdSpwmSsunwEg4UJhe7wPYZpMMpeNw1wl+NxQ/YiyNQNHQctvqLhLOPRTuC6Za27f8pu2v699cOpv7hjQByhuesZTGXwfOT559nuAFS7qva7X84UzcyZsPD2RYDdMD89CpPHf4jjzwJ8jfmjG4FvHOWajX7UgvE6wkrVOIskKxOFa1KvY/t8Bvrq8/w3m9gdojYbkieghtkcIRcFwOhsgTr9T3YqfTU2MRllABAOJGz6aJnw2BmEaPNvp3rp8SqzkdyEKowkNvYDpxkth+9jzCfhFTqfW76Uz0IGYuDcCeHOjlQZrbK3bsrdqfcEhQpp8sEbyncFV+UY/0hTf6jMtmijYqgzeFczPsAtiEs8/lOBFl0uFx5QqGLg4io1C3dRmQoYHbnT9KFIgMkTM7E2M2UBugAkXfIuYsPsmMlbQfiupRCWoy7a+vMlfdbpiCD/MpuoiFNhLnhsKlKkPEVmB+uWCWedOr9rij099sf1+53tnqlVwlMlQ6f/1J+MgrtN1cZg50Hcc4hnBgtDg0JXqXD5wzTj8WWXmnNGZQM4xBlWT0FTe5CmICSvzGVPdK8IxoqqDQHdwC9z3VxhqgrF5/byk3S4qqZRACXnXj4tWf7gmNgs3JYRagRDU6NVMDOe3FfyEdSDqPAUD4mGAcKusTFX0t7ERidVp/pUijOb5bKh6sOO1wluuazRLiHL8MxhMSYrRiLT85cprDx5A+Myb1wlDOB+acImJDmRga5L4Me55QswVKoBYrKYXGVCkuj3TN67Vnr9b/NA6p3G1eTd9SrKK1uEVXvpFs9AzSoE6dPLP2h/jb4DMxW2ib/iOuKqYoetbYDkCF9jZQDtq8x8NtOoSx4h6JaNmimsoKDcdnxXmim1hCue+ihgVfOtnC/a6MIY54ggGnfhdwWlI8Qwo2H25LeNZugPBpz23U5YrB8jQk5Q6TvWATVS5g4SUQVhDPu50abbXO12g6d3v1T/iVPPnd9W7fqBtvTtElBMQ6aDaxQeIAi9E7ya+QZvyCpns9u0oVdPYKaAw3qnsTN3f2lreXA5BXfnIexrL+72s0iEi6RiF4QAwgsB5PkdJAJ3odM5VJcnMy4AapLpM/li4YOaC+2aZPslBxoTbPBFKN9Kec8VxMxSWPckQhVgAgk43LI5ORE6MXtGtksmOjVwBcVyQjpFXNeL/g5IuZVQeOSFlvPmw+7qZ4/AjdoNuwn6C9KHf8gOXvYQEFHCxShreTzaM5pDQQ/BZgO0L/b8WvX0BJNX4rx6+1GP+2VcqtpshImF4z6+ZnNQi0SC+pF9ym8SerLmGNX1036IL/YbWIYOOK1/Ez3gLTk4clFoiPXNug/TelVfsTG5BlJfv34VtePWhsn9GGKZPDQHetMTa2Ewbno45cq9p16oOOxgmSuL0QJ+uRsc/pl7828WZkXpFcw2f1Hp2lKUGzl9lRigS6q7sP+2Ezxs2AJlsOJ13oF6c/cfd6Rjvp1797wLlgBc4+rYTCW39ZPTekT2H/kOuAoqUNGCuWZrmaUcwcLy0mJDUXXo6MF2H5te+9NmYtxYw9W3YCLG4cPXUQnjHfp4S2tzYUoXMIrO6iMDgU3Iw7aPLPUSPn2lxTOnOJAriVKekj0wqk5/0E61f69mN19OCVpe2UvMeiHxMETBOCNHGTFKDYsWDG9bs/z97Kaz9Mcemp78ue+g0E9uYZaTGsvB6IL8ckFFYFuG8vbuirRk0NMwAAAA89Bny1FES1/AARZUPWa5KorMmBHVA1O0DzU9Z/2NkybO14lUCo3rv5qHY/fHTzzFBqOYBnm8mpGcoAqELeCEu4EGFfS4bI0qyW3wbFB9e4yyll+6SQvgWJqcnBdJqJZYEu0j5HXQYLHQzueihZWdevAHJGk2zuH0Ur2gcFtJGwyxbAaLRuFO0dpIVqXMzO6UmEts4qeLx61tq4Yr6n1mPBTXJ3tQ92FRAhnSoU04yKbq3BKa2vtG87w+87qHLlXw/3uzZEb7rnLdaMOjnuksqvpuLf83KZc5mtH75B4tDws6LjIF1uxd+Gkwiv3ZTXOhI4nFDP+WCW9veUNN2WCOSGMGz0Qnx9y2a8GiASxbyoPNo7Ozpw9R8AEdK1zccAfeMOWcI9f+4FGXLas19cKknqC44gkHvY+5l1ACit2i5dVq45eULwZUwDnRXKRAVF8C7pe7XY4SXcbFnR1H1FlxAQalW/9IyALTUnP/PCTUWQv3K+2fxIxOeFpusyktTHeAiVFC1BRUax2nwe2VYFV6XNEBhhv1706ClPt6vSs/egjWdqm0ko4GN60UCWYQZ9CGFE+Y8uGM6dfmnzSzuLFrI40HxCzlQAg9J4gQKcrCuwg8HiN6taVXLACfcV+qvWzNQnwK8bnOi3+wjbagUYI/aNkTN/z4Eg5XmO1KHV9XNLv2Cy6EMxe6sNMu/pO1ub1IiP7yumA9hzrCgTCjbKKBCTi1yXKk08BDqngJGInWsTw9wkBhLYT5OSnJOmNYTPhT4TSBF3l1ICxiefChC0Q4vf4D7Dnhjwh9nJTk5doV0O/2xD7WUlQmNFq+KWApwUYvj0fkq++eMEXfBUwWMTT2JLKWJndA6Tdtp1B6IL1xwk12320YVvKakel2iyuotGhSjJ9urYu28XZnLp454nw83TsicYJZ9NDVYTr/4TInKb+LN2KY/lnX1F8NvE6afRWYwhzzoR9QSkRSiGo0h4BLPs7c7Q5GlOAKxNYBhWIsN3wWY1TWiszBn66sZUaIiBem9HfTgYzvL+jMFnljnTKMVUvwBPqDeNT615oCglathkPNz7JsAzjmZrNWciwMPxB+eC3H3aeetEB3I+tiIdf8+fimsF/wjDPl6NPhDduEH0t4MlRek8baUiMEGj0MpJQQFHeNswiCG0HghMndjE2/vAe+WsmykX2MNQ9uKGMo8F/0X1/ATomB9sqv3IuHtrzM6OfLN+9TAqZtCpH0nxAUHckKifP/+PqxOV0/ooZAuEpRIORWOg5GLg8xdiyosczdECSJgLovdGne+cFvTngU0EAAAMhAZ9MdEn/AABfgU9R2HswUnPbu+JQ8D1XEvUEDeWes7aa5rprgZW4DbT8juuq+bDdduq7GrEWOmzVLw2A80I7idUCePKDW9Wc/4UBabUmdnvr3zKnWnjQGLx+7lP6KlvUwIz5tCLzvLR92vV0QbDrOWOKfEPkzOeBBs1NgAlk58ZNJx6wIAkWQjF48YKVM1zVgN261wMbVO3/n10jGTmnrT7hAAYszAJTZNvINM3e0YR5Lvp+0Yi0ppi8gVHAisMEV6HRiSJS+epXZhU/EJijjZqWClqD4yyPqZ2cI2dPyH77hzJYR7b1OpOWEakwYnsOyZwqHP/O8t93TZq2tKHyI1exlLpWl0nK/LQeDdA7RkKLLz+Pgp6YBh4sSiRcluZmjdvNVMnvqV2OX+JWc3dnGv28SISSEVBmOiCl9dcwF4lL6hLz82iKcrGS/DdVuSwIJhkw7zDPLF7Bxz2SsPXwdG7Kr912FeY4Jif/rUjhYCYsnbzzbmNVF1KPgf02CAR5vM0phvhjsVIj/3dG40Oj4cV874i1aNq5PvRxtPwZn3+1jO6oqVQYcjz36z8plWyGHXOfInucEY56kqWFQ6PKZqplZf9Glps9E7mSZk741QK6DAcLIUUdMcfZUS+C6c3Q7NeMuldp+pJlJEdFFvvYwJdwRvkNDn94RC6KEvrRM0sqQ+kEH5YxSPZloDqExp3ZEsBXlAvZWrns9Dpv8M/c2FaHQeQpujk5dXRD5nVQBa8IzicHuvTmzm+0hntvurdUNMXvvrseSb6TV7XxhrwqeRijUp1+mtBGjzb2HXbMV6rE7qCSdRTmCtD8DYPmmSN22K9LlaWE2b9D3KtHyHkWhIHLr+XsByFaK6/XXrIM2UliCrLERym6N2Mn5zifhjCleh5AESMT8xCwtQO/ZbKXHFvLPjqBx+RmlSttfQoZ5fFpEjwSJsPKhhv8diODSTHIAffvNWM81ybBrKMdVfcQlUomKS2luNR3SzhWFUUD9bzRAHD2LNA2FgPJJ7b7GQ9IZtBuKzpE+11IgBkqzl5vQKAIwNYWxwliX8ZcDt8U9PZVAAADSgGfTmpJ/wAAXw2NN0C5YZ7J5ww2t/cDMP8uNPu0he5s7u2HCxCpRoP5Vit2M0fFRUFy93Ra/UoGRMenlewbKYcp6s/9IQfE00BgvFbf0klXebE/1AullFRNP1OOVjF2KQl6AakjC6ydtpXfTUWf+t0DfZ0VhnDFsZCDXr2HiDxYimor2jCCEr8HHp7X2al/f12emf3iLgPAbIKWlm0+Sgw36ySH3p1IfbiJzUm54v3t2uW2AL8Mvu6AgVMYdDHMtwE3rXLAu4fwaKsbqzYrwgqHQ7vKxrCKRgU2yycsx6gmH/TRoeiGnwLDp+Wt+/Y8eZ4uudlpR+GDGYDiLjqOleEyvTL97kXGr9h/EPOMvlaj42YHo9MCTmrIwAPIa+3wTgus44qd3775A7iEPhOwF7B/M3SN6h3cj72tsfjEXOA8HTxdpdV42lX94BK4Cg404yunehbrboeOyVP7xfwOCKM7XfBhYYqzsOl5Ug0r1UGtoMh4/PFBSNhO70NX219HH/tfaxtepO3ni+H3woBF96sEEZ4s34Mz70gclyUajX+L9Ki94jvRRtj0JbhJNScRZha6KynrE2zuJ1+5KDzJwDSfeqWw9ASkr+FXXpGuQuorVVCz+67IVlDqPI4BUCDowjMOb6LXcx9n8d362WQDg8xHxqQwKIPUywS2PmwQyP/B/7n29f+HbRR8qdBC93DGJWzJ6E2bwPzt9INcHM1ty6+DxSdOw5FUEOukTBYVjlaooCCPy/9p8Bu0ATc3/2dqAzG2krjKzq7miZlpN2heftrMph+rxebZYdJNgWc+n93Qd0ECdAsj/Le5taMhvlZovw3n/svgJGlhrIfdhB3RPjEgA1vCbUjBRsbo0FA/nquf1fGCL9F0vLijVPie7fz0T9sjTLA0bZJvPvMA5c5RvBR3a8nOxBVQuBVVcI2B41ip5M+fWV1Eo0Gz0cJtdtHJLCYIh0N4JGFy8CPbez2NhjOyZ005iUiat8oSINOl8+PPzNUr/R/dGcW2ePrNBmNV8Y856bUSoz1rDu/mVxCbeTFWIyljX51CFSD3jg2kLeoPadGgO+zRyqjfQbJgu+TAyoBGO9CK5TnZh89q55WWk2EAP0yAtrasPPCBAAAGFEGbU0moQWyZTA//5EAAANgOlDNCAT45SMuwyjrZl5tVcekqZHY/A82KdDFgLth2tH8eYODnDN2P+si92KrUexpaN9ThHXgAR4wewT4jCSIYkiuoV2/D3F+OaYJMvgL9q1jXk6puWsAKlnFrJTVBINIrWkmmhb5kRMpptvnzOfEhD9GeIs/85QFBM3XIO0LgAXMK1TugizBxggDbBnM7qGtsObGGwqNbx9YRWwaMPRtiCgqryK+wv+tWzFnJi6S6KoKnO6r1tKh3/ydft8ldLWDiMGctiTwHlApeCsSr1x96LUIIy5ZRGqhR0JCaY04MORAsROEqnR+ow/DpEnORjlawkODANlkBva+Fo5vBdw8r1eEbniVN3A8PaVQ0vX6QRYQC5hx2ui4+RN7tXgRPxsj/xdfTRDNFG9UQ8aXWrIPLqF2s8CCn17Rbs5iTACFeGOZkFJMv0xU7SvUoKnx5yXLG3TwgJZN1OMJ8NlulazWV1GnsEkZHc52JQCfv7rdvU9r6kwNy90W5VwNHEGqtP7eOwRgyMH673A5LUv5BoDXKXk6DrSkU7qAzUr2pX/5ZBFuRfjTGvKgIHFZH6XQjCpiJLnQw6L/z3TCc+JG7JZbijkiOlwPHXB3FmEgOdrHDNv1m0TDqCBW+nviptvRVUtuH2eEfXiRh7nXk9qNqrOJdqTZgBAVImUgPSbbdUJ+UaEBVtzsMoP+fHNJ4ov/nMQSmOoz6efhdjrvkzEpFuCy4JJeDsR0aOTQkNXTYMbXSetIEtTKUoxOlYi2JLOa217rZQ12H28KMO/7TzhhmOUXnrvNR9mcn4WrkiCKiT2b42KZBC8vKmfErpynjBZvIZRYaaatBkHPz+cIziKRFld9XWRp2F/uRol+3HuiRxH+M8sGL7dH0wJq6r8DrQ/N2bvKGCqQhSYrZ4ZWW8XwC8WDKt/U03Ugn+Iqs+FX4yU6GIDijUguEqKVJlf46Nov+dl7vo3m/lyfMYT+S+QFVne7ZcPQCpbsqDuV6G/tgvLIewdfwL9BdLojQ7gUldzfJcNwFb5KxHf4dY1FsqQWYf4SFiCoC7I8xpYDTfKFK5dk0Xu0xlO2d6TtjVGf/r8S6y4VkRmHp1l6iQL6rGdLe3lyjJPQ5F6Hd0hVkZG1pJCr2v3yktprJSS9zyRlSxgNpX2+qfkFlGWQN4i4XwG/bEEHyS3auZMnV8rpiFDzqXvJUKMtEuL6scAWPk5ElKtDV5zEf9jq9y9NAsYcPeL0qifviwMbfyxP+qfgpQ2PWOVfaIE+gSyQKTyFqiHZ12ONbiZJYmmnBrbMqhY1KoYCjqVfvkghtbEDhg21hq7eXyOMu/PuCAMWsFHfSWrKi2tFpYXdPTKBWiZEt4DhnL9DpzgqINaG4yElI3pDlYj08Vtuft7V1IrqwuEAd9v6fAprZi5ycOfTN3IimdUNuSTHRhp4Rk4Hn8nLmgHPt0Ny/cnyhcWJVFuUQSq6jV3WglAvtHWPt53CvIAiHM8Er7wLUpOFVAxhMeOAynhsxThHVrRn4E4AgoJ9l9NuZL05V4ajryaq8cPb0DNy7WB5VQsJyr+nRr2s84YnSPYoMIQaNLou2JGeLYr0FI+7P2YWw62lq3xBO4GiailKWv9WNSZPd0Sj7PKXgDcw1Rr1YdZSUS82GnbJ8xMuI5Iw1E8tGdHxPkySVGx22aBha/gYD6Gl9F7H47iGDO01r9AKPoKt1qUtfrlhKALzVuxyW1sRVA0LmpwKiTJR3VdPTcAlWJ4TcY+7JFL6pDsBlm7LNE5bxR2oi+KsEjR+7r8PqL3oCYGurSzUUq5/HXQkUu7vLEjoRwhM6uxl1oFdL/k8YdOjxKqfZ+RRo4MIgwDK/CD8HRj4tPZaig6V36QywOHxMLA/m909DY3jN3RKX/EHTKaCmoWCn1XzMgMQ1eTVPzml0F3x+3HHzwSIEsopzrWd6zgvTrOQbpGxDMX7PWY+igh1hetMrDysSxaq5ElJr9+CF2M0WLUo06XFaAO9LzzILbiuh5Srvq54PK0L0oFu95ltmhy9deQlXdW15RdfUnOZy0+XFnbwuMnKSAAAED0GfcUUVLX8ABFlQ9ZrktXKUXWa4R4hV6cQTT5l0jtbCyQM28wdjYrBHpvhQ90/FtgLZ9hb8t/621qNVh9g2x6DVtvFi3c+pAM9GV7tRjNbsiLSwmlz7YzwyXs1Wt9PI5OBN7lYH/Dcyo+ZubA5huo2Y5vNXt4o7YohtXYYLw6jiSmEkFd5Hutwa5Zk0F0PdHnFvZv15P5nkQ8Q9iWFfYN/wWT3s3J5tc0LaonWCW6lJojEXMSvpnkpDZJsn4A4vRbCtTOwgAPAVOkUTSO5XCr6vGJzsvDB5yTf+rlZJSLnwqWfHRmsdC0BZA8HAoASJ0tq+mVgQ/wK14KQboMu4SOEoULIKELCYif4rRGthp7gRWqOv7eneAoB5D4+ebnxO4resiG8AdporOSlptkdsbT+EKnuQ60EzC7QIBqhTcusZ9m6UcKeza/sS+CDuziL0rPC8DIubg4QGvqO5ly5Ec4nifcKdaE+OzMHZfb1hjo/rC4D/qLqHYKpwjjTi6aghOchXGux4DUmRUfgdJy+6ATia7v8VT5McR52d5EhOtVVWBplzy0RUsiR5TJ/8i0lw2HbIHTnrbvvx/sbwjE1cB0288QI2LKUJg+KQ42EWGS36kmuk8WRvAr8HU8Ei8xt64PG9choXl6GtsnxXUIwid5TF9fCI/roJnLw4ZjLcIaMNLSonFAY2h478TBd7+BfH8069FFxhAWrNyskheIlW0D6akMxdXJt1ZmDPJHH7lkPGZz6THf+wzqEGsx7pscKMb6xIZLo7a1KI1RtnUuGzfFjMRjtpA76RGhWd3gCrGr0QFSHyadzLTqhQoICCGgN9DpsRGa3dKqMkkwTrwi48PDYYw0ZN3BIdLMC59S2fOnDVwS0GSzEixAebRyxh3WD5QqjqVtTMg6zHqQGin7ZY0AUwdniXx9v/vqKd9Ybu2UmmKwsw3M6MKRH98bPXyeJ3M1U/I5rGEgVPUrhSfq2AMcz/6aF6MxUsiVr6LUwAwauQZdhcN2i++vR5Dqeokiu7dREm/XjheDH7UKLY+GSiOAvGkMdcnzEjJo7C78x7WsEII56KVIwZNV0M3VvMOsc/jJCnmBwmMJ/cZjJ7Ie049HAy5bI/+H7YlnSFozkpsCNbweV1NTfQooM5xIqbjuD/ERcRFdRYCKLOufImgzxYnRMpYUs0DYPfJpsVc2KFknwmbCeyvkHdygejgDKgq6xx4bQ3lkvXwAokiXfRfBUj5JMBFsTXiNuPyalvu2Qaa2hIeoVS45+NbSLyi2Khlh+ezoiDwsyaMVEqfFkuQS6zWYsnDboepjCraTzcWEE65RlCvnYJH5YHsGtn60oMe5w20QnBxUddaCdnKH8Q9w1SvG+EsqqUa3pj1RZdissgEDAAAANyAZ+QdEn/AABfC/h+4vaYrosPDbaFsqbH6w5p6vVsZABPqrRXuhYjeHi8prJzvb5u0cMZAGYi1L17xIClBuGZ6Ak2rxusDYfI7qgalRVqRkFrmFQy9TkoFhOVJaAy7fsPOTkQ2Y+WdHPSmC1u16PIB/arhQF4Y2DX7kBNFgeqynw0kZkBVw5QxfOwM8ioJcW6ChrnHt6bKgyMXjSJgBFoKQWvh/V+yxbJ2xRrOZT/+iuRinw96gTmIaB9Yr1qrnfTyFj/B13LppC4Aet7HurBrsrCgD4sYhldtZPHGXIeqhaF6HWksAbTzHyY7Y1W0+JuCKyiuH2lT/fF7EF1Db03xDZRkXRHN7acd9k/vZOHvHqCQUngpO2HRkBghSUAVdSWNlG6FsnYRmk0uQZJQb+Kqt28Mn9CeNGaJHfzRRlVGlg3HsPDV39nhAlxts1kf3s5MtRzwbDakOuyu//Gh5p5S3bhzzvUFtZtX7tg4r8CEwGMA9etMpDlBygI1rlWmUWt5DL7oqZ06MEgQ65zJx3etpeDZsLX5Ne0ZNuB9nKaSWSBT3zKIN1xBXJuUCO2mFOQn6JfK9uGgD1592Uby8vHtAwpdqOaSWUS8lYYILO+XAxVxIMsHnhaMV5IHopEVb8a7GT4FA8ybid6ODduoXIpINaaDIhVj5njVblgT9rEFm32JCdW2yBMEYlFjvMQ+lIEFJINrjOfFoGcET46pFp9SvqjrJSG05nOs7iu0ka9OoaHpXHluWe8ouk6jpjnC5MqTnNJuLTU5KDS861rfeI5MLpkIap3Vj/+R+EZt8e45hC+DuWatGPGEGsLu3Okf5PPn5/90NOAEYzuxXuiqxOWT7WXrIuo7tbb7nazMSxO0lPPWt9cmCPdYTvyR7KSqc2j8PmZdttGKN18KlKHq+arGKROifIogXoVW2wyNAtwew0t8lNFly/T5D1LnKApE6E0YEphLjuaP0MC24Jz21Wo41tQPKYN2U018DdLtihHgoXm0QqPzDDOgb4MoWubluaDXYlO7OsaffI0lt5zd7RQs4fhe11JSDZ1mv3Pw+bvfoS6YyJ3AY8ZIkXKNTykROZakJbVwpuebyfxIGn9ZvZ4/MHU+bBTAyYIOCbqLoi+cw6/7NT9p2gTiKJ49Tkg+8cDy4lVvG2sfR8WjpwGPdk/2SbhAAADaAGfkmpJ/wAAX5kXQQCFI+yujfID5lmMvRSNbb9egez7hFHFUT+/+5etXl9U2T7RXPSLbocWVmUNk2mKw5yajKRKOFpbBL6YYM1tD0lJjOMQxzHsvnURCjI8LsuNsfKmN2POceGt1YJFY4ShzUZgP/gC88WT+wjrMYvITVOHd92pSwOu36E2mCxMSJaQHPBVt7MxgoQ3KjwjSYPvKHBiMyKyBxlCHbQzXz88gjEvlET/MNCAkeMQUnU1G+WBADCv2+1iuAu202RfOyIZpLA3ooyOXiXLJ96kswKVHP4B+nW/YM1gN90ReruWZir7tFuBRNPeyHdX+WHlm75O5P10PpWCvCggf6BuMoOGzar+zGD4V+U3fd6cX6cwJ6dkuW5uGpDvdeBGQ7G7xykwh9wVkjFFucg31gru87agTzpm51+Tl+ZG1WqbJDNvDLWGlsQ+PEkWWRJR3fNMjmZ0XJF+IS2B/1yykdR0tfzldk/7y/Nag8xa/aSp3YKDQy+vzgKf+EBUp+PDBV4zJ5x1FPyOtREtZZjQ9ehsnctuCwLJPLRqjkXNNqbFwkF85nyyCylbaeocXGpLtvp4tuPothiNdv8lus9z45eZZPizNCr4sgADxREaSyfQxpZpxXeXD539Sf1xmm5YiYzizzhq+BjdryPdRuxTRqxbfTdZ4Q8vlRkkzaBT4iOtaPJJuFyyyDZdHGtI2277DuR3MJwDKzoX2YI5PghN7S1nsiedNj8tZ6vhrnAcKaPThK4XfUm3qQkeKGl0NX5vOuAL8A3fE2lYKCtsAkw5Iu+a+XfvYXjGL25qN+9ctMaSkbahwxZiUZTsXEGOrlP9enF/utpklVNF1GsTzK/l3giDQLqPAymzqZzsumNRiGloMH6pLw7zuyFR+m+j+L4ABFbalpHtnEj2DQSGlfhXJHwkDNdhXppKZLhmKkWKOG1EpBtemx1h51p5S6H6jWtQP0NgiyxMEwwubEHK6wNzzO6aki4MtNCHDXkhp0CoZwkDHqQYHwUfuuQNbL/WXIcSkeZLpHJ2e/HLHO+wWHSSogzNLtpm/6ZElGQ4ILH0vWut6PNiu+sD3JbVTibjah+YL5jflMTpYHr/dgVNI+ZpLAnJKM9l+6YLC8/mh2/g3aGqSoJvDG1VuA+utzKz/z6V2SbgAAAFYkGbl0moQWyZTA//5EAAAGMIkTFswbOgbqCIaI/gP/X9x9+OKOt3piVmaF4F/ZQex4MlYVLVN7FjybR8XXOTBhcHwADH838lEJJUUpwrH3H/CdB7W3VUbEvDN3k4Ko9ub81Rrddkk6Rn1yYPjd7NFaG0WRmQW5SekeKbVhhRvM0fRATJvFk3dnB/Ygf2YkgwO/ReiPmfnhtCJsh8ENZgUu41FU5mnITwX1RpTPS+fUZpWJ0kUpjIpmI+B3gQb5tUxO0btG2Teh74tpEzgJSKT1LcnxIvv57h3a/M83CVUxDn2vWm0t9a7jwjKYIHVVujgwLztlhXCPD0ZjmCXtjpw/CMT0qFlJWIaW1MLU3xIgyuIC9wxeb7c/s+90BicP5ZuU5nYJ43v2YiK+/kAmAEhAyKv84FFon07zg8y3KUMataD3zeiU74EHorvNUYSOuDI7WV6ILV7w1+5Osy7+XhvnkM5JEzMl440x2236bisDhDQaXBbdRycF2O3jDhxfwVvMyl7XGwpQr5bSXlckf9PkQPSmAlP1JSwxh/+HsscxaPeT5W3H9xLNUB0etyo3/zb0S42f/nmejsYu4/9EIm2EXbWp1HmGXDw2ml8/jyo7CDWL6X8wCof9/wwDsmZP+TIq/XneEgg3W3YLV4MS1sv5HnvbMa8UyQhx4tZaaLp59GNtm/KI9fdYHPsYof54aeE2rupimHdMI/2kLsb9KKIuMC2kPIAq0i81GvMoGmY/KMAHDs3f/yZ/tS7Q+RepgiuZ7wbQfyYbhIwkjzDymwelcpsSDgKjvaQ6pWUSRPVfhUW7qjamOcAjytNENxvmXpRAjvPNtkFMJSz9SnvQUhwfPRipFRt78f80CE3bEZ6GL6tFRDadR7MFinNP1FnVoRJoTD+hY4HlEoOa/+NAw5u98NJswfDT29byFJdIJcQcgmRM8TIY0l7OOyDeRn0jR/b+GRkbKTbJSNcFyqhqO5p4BiFZZLpDCKqndo2VbLX7X+5pBXmkBT73/Sv3IyOR46atOcTmfgj9smiqgJSBKQwoUceHA353jo/inXRzP6auNg2Xv1mSa24CPM6EEUHkXkkJ+vESnuhcrG1Mvwxr5CExy8b62vq6bh/vK0D7lbDf//06LlOZt9HupJGewKC4ZmonmacKhSb01CTFeOODMJtgrAqJqraYjsgxNm3hcHGoKy33fmqx79MZMdqDoDJqyFR/tWeVlA3pkUYEUCwrxTMRjzfM7E1rPUrWQTGx9Pqnc5h/kz/j5jliMdk8gTSDyHACbpVprJ3epF8KorLerrPWIwVFCKFqTslh/FixDxMbUMVOizqe0RNqMF2UV+B/G7YrJX/EQo5ehYxibaV3d/s59is4rFMn5mNvKf3QvMAERFxfm0CnA28mIVutIuZnQ+QGP/4vpb5DqQD9wRToPL8BZz76AEsvPEcqyMxDaX5q3rnLqeJ3nAT6CWasb01g2TxR6km6qhWcxZi1UqFhBDRbnW9z0/qQu7KZZcxdL4btkxoGZoJcrqJcSSgQ8BoI1EqeAkDHyLBIT7rzWz0jwBhLinMvxIa2TFn4X3EaNDh4Hw5o4UO7AiEgrntNmPhA2XWJMx/r2tqNJW9+m/tiNqPkXjPtOoM+B/m58dv5rm+T/MTyOTvWUtRRq0B2NJLRfP9dsLNVeMlrgIiweR4gqQcvF/ZJKOdgQ1QyuOyvSwmFV0q55Bt01f432uH0VPV3mfv8cZnl1aJAfB6jLdaUOwIq1Od+VSW5mmesfoLZLco7DD2Ch1lN68mllVtMCS7H5ZibCV0uH4EvoWxevy4uq7W/HLTo3dOFvlknVwLzjeoHlyqmgAAAOZQZ+1RRUtfwAEWVD1muS1cnAEjXMhybUalmtmTlR77eXFy5M0ANZfgv2KnwrxbDRM930Qhmx+SSRb1JBHKNlcIlN9Ykwtmu/1GgECKwy032LnjE/UA/nD/IcRqUbsTKhurCjtcUKXQ41XZM4F8IvYPnHlc6yQ+wCoYr1ZcheS0AuSk34eY8zl6sTK8ttW6h3H8Y3VqIBQCV1INZ2FnzSKXU3QlRxiORz0odIFCPwb79MTwBK5KnBq/u5nN9pVYc15k0UGn/WYU9F5mrSTRCWydVAUHsW8J2f7iP7uikMHtz3kH1i3fDBvQQjsPBOxnWKVPP9tN4PecCBhE/+EIfUne+W3OH/SVJj3Rc4HY6T/T50uuzY4nRblw13j/UGWlyk/Ue8zarjH6NFrTLMiXzZY068kGQWK1Mqzzr0ReK7TVMxaUeO+S6nwnV5ftYILanERCCVvftOom9FVPwBlR6yzEWIeI4VbPi53nU5yyy1vgYJ9zRAOk5amg0JponDHfUNORoa8GEwbNwQsR9CcPLIq6Skz1G4/OVY7c4L6NOxk8eQsDECjjlTEGxx+JxvvjZCHwJKuuHtJBvYJ6Gm0M7d3Gel/w9ww0FBUzk4hwIc3Vo2txp5iUqkNnvLapSgo+eJhYsQnWxa3mI4fIAtGx1B02QdVFDY/uuRSyYLnsrLzr7G2W6DQPKdFd/ZIYXkRai4lGT1yaElWHT8mG81kutrhVyInG8aUend9NdK6ZzMOn9WVshev4kd477jQh2/P4b+0avdO3ZHSYhKc/y/VlZH3mneESAJzXndaP2QRY7+iXmoj1iNHwQIBL7B0Q4qNaulcNgXvZO66+zJm47ZP3EM+4erOm4Swi8AypD2ivFAe79PuxAuu5G4Fk01mAPUOI/IOy4YCywtlrpy7eH6CbWOmpraMO8ARAvc0BMGjGyL4pYJCWEJbpTBrgWJeo7CzOWw6xyXcwbJrO0QTAY8UM8x2hHFq9QElohRfuzBDy1V6RiLT4AAAYz52coiwhI2767qLFLR6cSWesCJD5RmdVAmtY9Fc3/BkKIDPIEA73dFEefCG6W5QHGRUstWb7XUrLTTYqd5oyzXoYIgFjgobCJpzvi8veYzPKBgfeM5q0k5yHldQ3GC/R8Kk+uTHg6Bm/ReWxWtvlF6I6qg5B8NFNw5n5etgViOBnrB6XQuYl8rzjHJ3jbtMLgG4ZYIJVJutBE3voYRAo3U20HHBAAADUAGf1HRJ/wAAXjA/alhmgNTQOqNL/3usCQEHvxTnegCf5upC/xsmrfRk4L/2hJFYyxXup5wG28izeBBo1A5Wgk4i0s5PbnfkZ1/KtAmbwV+ILG1k1npidC+nCn6NG6bAnDblm5ZxDQHyvgwFFhrHC7KGBEtqDGtjpvwnnb8bX1hirqYnDEg57FlKhRKmivK95gYvUmI4n1id8etjOaYsJ9OL7c0Etl4jXrCdj8YbkzkijxDvtqyDanwLgsMBFUCl1qtnXkrft5q2+au2UFYLmliP9V/AnRtcZlMScZ9TYQd2ySwgTb2/5MVYKRy8n2ncOVJQIaet6e8g8nsjpj8hHjvvNy040oFeslcfKj1KKCm6MmQFmIlR2MfEGr0Lu7gg4gWWoJjEfw1MpBF2deIR5XTj8lkPU+e9CvgQMBEcHizlU72zD6g/BXTFzE1uV+/3WB1N4NvF/rTH/4opQd3qCCPbu154V7Jd2k0PFbCZUpwq59x0a6qA1KZZ0itN4C/3KORnVniRPX07fIjDbpq9nwHiu74vcZ09RBzidqToR8ZTWs0t6BB8qqhB6u1KpdhNp5upUGrBW8yBC19KKkuROCI7Saz7U845nV/mBfN3L92rFtPSOkoGrc2dzOknx+HuBW9aUqAzc+Pz5zb5Mdek0Ix3rn/3XZDTHJ0d2I8fXUhieoDbuJZCUZO/jeUF2OT29ec3bOti00feJl9SXe8o0UoOQe5sq2fURFSwoErbTbOMLbdH/WFaqskLjnCDVY4H0rN/eD2uSzVIq/PfCyd3GdMGWMsrbtnRAdEkvw4Z2FmyaFZSlRYseluznEAfRy7D46aRl/uGya/Kmbd28ERaclnFkEj5Lrj1Z0Ngs2Lam0hKqutqAgCa0VjlseujFr/aAAFkseTZPMRvd9acNtJWvMuxW3xBiYraSmBC33wGfEeExCiCqyAPCT24mA2Gm6qy9xlLcE7jFuh0gcnt+nU5JQUjEPVj6Yl0s4CiS/ZStqC8gSN2TCPaO7uD3K16zutu60Mou/6u2XA0dvcODIpmGV0WaxgmZcQFj6luI2zqZw8Noc5/++NMtyvEiNHNWJf6lxrFiwZnRhVnOHMXL0R3CzVNqZE5gPXafV406RXrLLaAAAADiwGf1mpJ/wAAXqsBU5osfokedwQpK5dgnUdw5WVKZC/UXPk4WUoj+pRzlIZPZ/83uEQ5/+x+lWpyQ8sJE+zRxl3uq7KCcLyxVwHufHMlJHhDdIpWq2+o9TI/4tofbg/yLwlkChvuHO5UA7MPyi31e0W2RMA0Hf0+7vjkcTJaFoOj2v01I/A2ilr0ac1lRbRh64Ome/BJVmtNWCEJwdZo8e1oslKszdKvBHRkzbyMqPzWZ67XswumX2sVvX5U0NVRgE5UW5gdklC6neyl7otE7Xfrg5MkZ1f3MlETPkYsiHA4miLqT8yVLbt46YFFW7J8ZBlaLUFK48gIojZIXePUwXV6kJxYqy8WaGgkNnmvGYobhdaGhjITZX1L7eLDw74ZY0RH79VOWd+bgbSefCQQh6YR28w8zpQ3I0fvIhscJuv4AsJrGFW+lkYDJ0TDIF8Ck1ICJvlK3rmNEeOBbTyJyuQYKx3LFj3wlJdOQiN+JbyrS3G8n4XEu/OH0WnXq0YYKrkJT+GGfSEOE3E7f5N6B58/toqDeA4StIWuXur+YW5kT3Cc5ouv34AhSFMWejYeHY/MyjhfIe9M5K8zYehB8U/NTxqqzRQOCXPhix6zjQnDhAVS5FWzRPu4xDso9WqOYZom7s09s9tt2GwqFjdLaBHAlu/TsYuWCCQpMTAdG+PJhOzf25Z8wTEVohSMIHbIsBtgwC+SLpw2Pighc2I4I0C2AbE3Ujgrtdqp01MgW6Fx0YVfUXBBPyXpV0Z6WwHlKGWrlG5hdk9pPAGxoTzasVkz3pxeuSse2EztT/IqVAah/PnPTxWjDnFI3M4Dq1AyjB6FA6d0BjNpizCY/WbkSZLZjpi/QQTyMiPOUlQ2+hhf8kPyq8pr8U9t7H0Lr7MLih2qW5BLg/SFXyW+xakWoPcjfG/eTOh5yzFJc4w58u9lShs8mgIF5kzVtsIqjesA22NV8HFXKC9Ze+Exb0Kf2chndHnM4+UNgcb6rbel6lZF8chH/QVMYAhyyjgxeWqGf1PrA/KZTcGzn/G7nC8aY3Y4cQ4a2+tAjbSRgqh4Vhv0IE9IjCXB9jeXP2liWjYHBtVXJyKSktHtJifKBCqZwttTkjATz2gmwr30Ofj6cBxNReF7WlVVPH0XdsB5FJawnT6hgHMfh1P1buOP6VtZVRijWAzROBdkGGdc5nKg7++1ceYHH7s0PafQ9YEAAASeQZvbSahBbJlMD//kQAAAZPYXu2QRusSYT6Z9R41/3oclN+Wq6+xqqY1TyOvYehnm7vzcsFFH5l3HKBGGBo/GXgMYjhL2kKwRf023IwH38zdterIIPBt4HVcJW8++Zf38WBssPyLvSugQ9q/bUDaJSE+6/WO3frTVkthkayY8TH4McNlV/XgUY3j4Sbj2GHm8MuBHIcKvLU4hwDn0njJbabrVtfp2vFBKvV6n8bOUNXydANb0NJaMbF2wMIlVcyxePZECqZ/dMZLGuInAjiL7yaQpQRsmWiORmSvPHRjIDfz2yzeDqzM71/qwI2su5/XuY4flB8qLlEOJtKmccuja3T1EGWA7Nw3v6axRS1k37s6M+33UD4B2ePK9YY/mXIm1y++LiKqDxoFBL7yZHQw8LUB1APKzykL2J1zoSkVW1X3hBvwUF0XV3uWFmAapf4tMht1T7neUyQbMqzh1lY5Z1f0BAgUOaFfUVJeHW9lwh2C9kPgO/ydyKxSZoPeKcL1zpT/CuotgA5I7BzyGXqmRMCcbcMuwnMnD/ziopNGn4oUE+fjBwRqR9XGPWLkeNVPpHcTSQhuEpfBpZWrx/2wAgXNxAMr2eLHa3mwpLUJcITjtQlsJ0Q5oK3xiflrvqQ9sP/W054AA/Bcq7r+pVSP6kQuwNikgr2VmOfGydPmT/M/YCXc3ExALDyoyphTyN+RG7EVjxpI0iiO6139OXqRIlclWSFfW9aocqGyHg+xDbKQDU9Ds27nRwaD8f2RQOGvUkLiL9aQuZR0PjJ/pZd+GoYGCU4gPMZKLhMLzh72KjDmX18oarqiYsSYCMN25xSPYgI4lN5Hlzw8p/9Ot2cv1FcfPHvbhagduVZZt6UiIF/VR34vAakdGHv/jAoH7uVvN9hTUob9x30mQcnrIxwLgQ5xPzzvkXk5lhwRCEM+kAMRQad64/g3lX8nsVKBn4QTCL7nUZvXq/TWFeaROG0SCYDpaLrwT62yHhTwtt318ML+v1pNxf1DwuImqiDbsrfXvLEe/3Q3h+O71ykzeLQQYDzmnH4at3GxIdSWMaLyoLnZpxXKJSkOu/yNXEBvbIYGZbV3LAZC1saDgm2nm4LBHPn/na3Bim6i6kLXAS4s1oefETpWuisPp0Ch4gQANWQWHQ5Bjgl0qFvUgV6l6/5kC/xtp3O66da9f64ayUgJTkQu6SPldcWejM/OJkCWdL8CyRnXSRCTsOAg1YgjKEZWiaC1FY/PV1mV6Y1sDigKk92og97UdF/S9FqsqdvuGhgIbGIaVolbS71o5Ux9E7KHro4uEClvUPVmzs1mwsIyGGPQWgMEsvH2vVwn9+pkHnXEWNtLZlFxXu1h1Bv3wOeCHr8C4wZwxK/iKtb+zmwaG82zvredl4jokmS015XgLlmWLkAj+dX++5nU81G5qgW0k+3+iSxUEpB0wQwRwtiNXLQN9KsTcoTyeT3Tuirt3AofQH8W8ow7ElKhlxJ02hsaGfZOPHAZw7BJDR32FJhIJDW22M1Co8fkPlIufW1aeo5YLjw67ALmkLpsjmI6JiT27iz5/hyXirMKyeQ1rTEszAAADlUGf+UUVLX8ABFlQ9Zrkw9/l9MdqUKyuSziX3eC7yVQO1Z9XfuQKZMNb7dfEsfYb21l2NxjiwcYuNCvw/YxbHig/3MqiL0nL9xQqEkw9hMxYNt3l8xFe9V086avy6Tl1EEYZCwiSRDXqrUtCUOycVzXU9EDUbS/gxSiYyBhuRRm8May5ptAzrBmbmqlMluVDCQ8503D/3LoJ7A5E5oKDwTtVld3SOyRhR2Qfa0yhYzJN1vqk5gfA2PiIPqzZrrNoaHA4IdjiV0iTGU8Wx6HiFyPo5xRTRUzLhPj843ZvzKAARpBVdVN2MKK6+0KQz/3stiAOUFucAs05YrXcVggrPKNmV4d3Yy/+f4X7/3ZbOJVFXLr4qVqpAvFmSMmvxZqejmzbHxMnimHNUwre4WSzS2AFYj9KZnpssIStLrs4mz/SqQk5p3Jn4Fjn395AbilYQPraKxL3Thm4+cngYhE3nqPg1PMMeLh8NsTwV7l99VyWnWADbvgwJQxsB+sgahqF1h/bsA7iAHHDocGhOG/koZ489lemzz3zFhDlL+WwahYDAGAxdoq0k/+Z5r16FSobba3TFKT0rssGoc2BMo+j59lZz8vGZS5gN2TLaBpYeZveaQnSK1VB6xannzS3E2KCs/JRodsrcz6yZ/3r5MkVPn5Q3ZiZNmzrQN/wQQN7E+8hXAbgBku2X27f8Njalr246LUJf+1FvR8UDaqWZnHFUrTRV9MxCGoAatKcu8rKWIyP2PjGT6PGVrPq1umMHjZgViJ5q+v5qaoeCkMMKYg2b2LjZsEN+yXEd3jdvVYYUbS3yukufsV7XO5b0FStmpYAZC+c1B2nBynV5nA0YlKPgpiMSFxPw8sXNqzdBxksbirWVAAuNz1A+jy8KJPZ09aJCDtmFe5h3CiUGPrRI5Vxc3qgVEA5Z0KTbUoUjwBY7k0JW7pc7ppzTbCjrCqPiFA5mLUqc5wo+zvBG8UccWbKGGGzO1pGeKnGjI+O66YR/BtBqIEnsECqWt2PQpfySkUmPUuJk4RGiCJS46c90dCyK04WIwMuMhq0vN71V7qQelwftx7UrD5gV/eWsvx9pa1Gw8L4lSAuoqy5MOmO8/WiFuVQLpl0h7kDHUsxjjxxbNxeP9j48R8DiH0mjVUgA1yCqLO4eqRFYoLmzF71i0EEpiqCp/raSH8nE5l5Fj75AEaZrmlOsfGoDU+jB7Ngex/SwRVcDAFlAAADDwGeGHRJ/wAAXjA/YYkmGvu83bcqLdED2v5EJxsbn6LGROMRFKFnymuO2n6aJ7bR1RkKUCZ2inV8eSIj8l1/lKmNI26v4zy/ApaaLkBiEEQI78wTUMBlGcXvm5muhAEh6zZdIP+5QUWKpIH1fm0+VKGMuHM/juFPY68cNggBCzJ1jtQFbNd4i2Qxsr85ECxPFn+MD8DrNDkz9nPJFYbDW7wT62dd7KY9DL2peHYIAdbo6YHhhAf20BRyc2l4NxDlPX78cXp2sewVFiiwQLL9McAqw/GNa11RsPix8syETyTxDaR/YvFqewH+ymSRqZL3Ug8zrqxv+DI27odMUX805G5KD6B+zntpHjnZQvRHcV0uKVX0JhCe5vBvjWO25uzBEtqtBWZdBwN4vblX1uY5UnBLuRqYOoBJkP3xpq1XS0wMC8UsaNyhYxnIZ+D4ZCNzd/IRQ3LQ0AMkosTmTvDf1t7uOjbMG9vJ9VuPVSk0skzIn7BpHZ5kTego3UjmHnNVOawwiukrZxirZKKu9kJ0qeljreGo01ByLdK9wJJrYAwYZb4AM7owIU6YkMUonMfSrN3a9MQtA2zCd+pdLIoTmGAD9XK+geHuUlZCBY216OcMBlkyH/ePmUyIrXhBBm+vGw/+Ip7xsFiLzv7OJD7IvTPBk+w3OfFhZ0dhNG9YHCCUN2wxqEWTcJtSwrXRtPy+smx4hFlaoRTEMUI/USAs36wWgT5+9QUgvMvko1zdGrQ/ojsXux/HO/8TgoGyGe0VE3JmAAhj1Ww549Z9nvLDv/1U/hE3wG3oLHjQgAhEOVMmNMTznRqzmMyEwKjH4Ia1rMHb0rEORJhiJWZvLkTernNKQ42hE7UZ3MR5vO+9FP6b+E9zR2EP4k+ePyGlSeo4c+ss2eXGjWVWsPILetzpAu5C1kKYNbZMOEBIBOxSfKK9H6jlvAU+r1SD7dvywbb/9+6HAmeLmgRhVAygxuqq4vRbEEJdW7BzyvG10XM5cdkXA68PFRmJQY0TpUeD8T8BXqkH9vplNEdOcwdnA61JwQAAA14BnhpqSf8AAF6q5mlG24KjtZ3CBjSGgX51bRuWvM8wMFHp/of+RR0143FKMt/CzWm9AFNXPTpkSwydTnQfD7arESNFXGlX6ZdFOFtPd6drSTfDE8SJ7FUVbj4XSvC3IgbbAllT7/5i769cwIe4zM/b7HhiPZ9HljcTfrsuvdFaI/jU1QwvRhptqEhHbReIweUg107L2gV3r59hl67Pvd5+aoPxCptD1scntSB9y3TQlsONA+Xf9/fj+h5iVKOCSMWScmUwfAgAAAMAc82viaoM0/YiHEcJlrWhH5Es1+ZFwDLevcmV3UgaQwA1tBCocP0mIKqHgpoJxo1WBXNZNMGIfOkuWPLOJ3PPMV91enmdwdQcVf//Nsjn2KYpy+HbB0u1Rc2Rq3BF3xRz6fOck+u8A/VXVJvUtCu5DRtDy3xB9VvV+Rtc9O1z19dcuODcdaewW3VLPfwDWI8fgyfz6w1rx0RdBCF9z8QxHyAqfPDUqp8N3tisDauSPttN2ZeyhN8KqlUMfMtYjikaoAnM626CCw6AIO7zfIfw/9VMvG4hhQV1H2QnXWfOCPoNUlLrXah1JwnJL6LT2Xxq0MgU5sxw/773J2HNjAwus5TgKk4Ov+Oqp2En4d5GvQSl2KGhrvOnwcS7VQS8RR1tS8ZN10yNoumaclmBrzmOhSntAVhGwXEKz5Z1ICRKkWfnppM27hj/P3ErxYKXNMYsJbkBR+RvUCSxtY/EsA12/s/CTYuxDAtPBBcGi4fElRnOpQ46qXQEhWpGWm/VCbjRJDusCJm9Ow3+M8mM6Xy7qyK9iqCFM8Gy+oO+CoUF0ChUrcxUB5hStOW0enw4nnlsnZJCBCwWODzNya+Pevj8XY9lD8LVuP1Wm5j/qKFXkqSIx1rlnBqBrRPUKn0//Xr4Y7iHkL6JbXZONOAXei3KbT0VRtazT86/fBUboPwyjjYHuEGGSDSaIpsY9J1ensiHLcM6owqEAKVkRPkxS73ofCpgERJ7QjONIijOthePVSWU4Y/jVniPnXYnjxiokFCEzMZRdVfbicm90SaoNjiqKhKeEG6t3B9ZBDT6lRmGhhBk1yX7XEIzQb3U2U4pErnaHb9xjRPG7NA6+vMDNmT4Lb/SZldJtynbJtA9cGaOVr24EBbQAAAE9UGaH0moQWyZTA//5EAAAGCAzzabuD2fAOK/tZqGiViwu8E8l/sFMVQNy+jCjyS9OKD3BGbWcJ23yiDqMu3w/6KL6IwoYA7nwqGiliXq2c0lobe2X/PdMSRoH4+n6aaJBeWx9hB30tFwfizkSsDJOmNj2KCjMyptlL+6MS9d0TPFl0/kDFU4rjyZmVMFTbjGBllwRmR1KWVMcXY8SpbqbcqZ+gP0xSbSfMC3QF5tQH5iCy74/jezPz6u6tGrhOUxAe+wYJRuUouWTvfmjzY+reB7qb3bIzWnCR4+KgvtL/LdnLzAbcZl2T5E2bU4CJBYQenewOW/HkCtvoiUNUKLacD/bBa9P/eSmXDLdjFcS+8yUNNJ0C0giElRFbCaDul6zm5QjIDXHMrp1XZbMoPifvx7YGSN0RB3v6cUyJyp1n6qIchBIZK6zqNcRal5h/i+SAgS926oMSjmjzyrEAuhNWXgXE93SWcbAxB1ctGi/MqPA9NZ9G8Jr0T+M2rR9eJKG51QXw4Og7eZau+PCSrixfkozAZQi/IaV4QQpTdGP7ZkqwFtJMqR2Gc39d59HU85dkIS1F1VFye+0ZJgsWqxaahKupM4Wsy2+Hn2V4Mns8pxytp9DMC8x2lWiWgPZJL73wYFB190Cg60oHzD8cE7GRdChUf1I1fuCi5J+r6waQKRByqmVWMImQI0BwsbUh7ltHkKZu98EIXJ2pP83WpfOkHboqzk54Z2rKRKN15xbJiJz0K3lUPeHd6AxdkT5g2Gnn8msWt9OJmSxQDHLJogxacq/iWi8sM9mR8x0UfhCv+Q0mq0dl0mEZOYwltYw6AgCugO49Erq+oemf4r9sOTfxQFdD9gXuNTXTxv7bn7mcpYzGB5P0XEePLp6AC0PG9AXujOymYaLzKUknoQlnSL8IiFojwKgFUIvBZdCek2L/OZJKfq1K7BD2t+4FCpFBKtVyae7vOKC854YkD1d7blRwuw8BARrQMPcBYftLth9fbd3Mc8w5N7TAf6cRK4+e/w7jWKmmAwOAS4N5In+MoLY1k3nZ59eQvyY4y9pCswywPB5c6dXB8wTpH/7yX1JJuH00thwqvyYM1K4erXR2hh63TbesfwSQy0D5CXxhqEOx1IaPFAe0d+X/SIT//DKJ3yrUbayv6BqCIrMbPRnIwwZziS0b7OcPcS1/BChur4inESgsu/hQQsOL2QvNbYoAU8MoFFkUAWgxodoubB3sGZnD5889tCh7qySEUSEAgklaceJ4t3xmMzldw3pUbvoW1X1jX0Jg60BI5NrNngEIh/Y0yf5x6zPvzxgpyC90vr0vjsIlS0HGcDwRIOXZSk7zgedkrcdJhwfPKgFvWaVEv0Tl5hZsMl57iJkq/uIavU8NX+ZLaK80B+ECkCLaWdhTadIr5bHPoqIPW0mMYEgnUsmGjTtvF1glme06arJqT9whnh2yo/BAxOXEUqyGSXNtAhvavFy3l9tWIelRijUyeeTe5kt5P1SM7Di9HliJg+MiARcxylEpiAJY2s/epL4S3i37MIDdXAfH+sbsV1L1Qftc/acK6V0Wws9+ep5mF9Y953nVlNSyolEDfe6MteWBsO1S7AHEuseE5H9wOzoh68E+NU52NJJ/4E0IS97PAWMkF0iAf1X6+yBltx5irxRI+0K/yz1Tnt39MyN7Ur+B+O4TBoVbDwgQAAA4RBnj1FFS1/AARZUPWa5MPm7qhudLzwV0u8dbpDOEJlGGcEb5BJvAOe6Lt2KAmDn0LEINKDn8n8NboLx1ERBSvPeDXLtv45FJygnpqeytjRgoPCIoo2kyCQV0JtnQ6y+Rr5JrncanZq+5F+0+68d97++zijsoci4AitdOZ2ZUmLG82jMrTOgivZMomqWBSu2JNKCx3HvvJ4v/UHTjVtt32noA2SgOUA6LyRW6Wbwif6mF/cXLjRjOAGAZr9yHw9LAdCp4Sr2F0TTUYzBl4YDEVA/QETNA7G54jqAFHE1kFXMyitfJFETw9q5mLc1BqyLZ8eSSRE8Y8GmTrj9L1Qu2S/UZjEDkTw56g7JdLuPFuOTlFUH3Fneuf9QhM2GldH4xy4D5d1FRqXF6iGjl4iJ7KPurhCbgULpqLQ/SoJNvJ3wOiNxTQtu/geOsVzROkvYBclvszHp3niytQV8ijtmpdywEHc9/UygNyLr4Os+eeK0JbmcTaUvFEer0q0hb8WbOos6PNw5/bdfKshyNSTRWENnPrn5VQhnLyEX0R6efrZrfWzINxuBoELauWCXYZvX5NKpLcw6565hclVjYIjU/G67Z2LmsfeR1kzThbkp3m+8qmjBAH349IlVtEfUlMCEFJfM62KFYRZT82TQl1xGXsa9SRS5tO2dp0PA0VPlBU7piI2MrXwIitjubnERNvzpD4A6pthgUx6BQ6JR/d4piVSyT/ryFJnPc2vgSAIbLEf1J2ICoYyy2spL28Y/RBCxrtjbid8Nf1OeoynXBw9jnim7gg9+e38WY+hXGfOnqMYvjVwOfH0ptbvCLOOR9CA+qycuZmNgwKoMlZ0PkKIlGiynR64nbVq8BCTAZ4p6mTGDV/G9XZlPSJnnuMJHpf3KMZzTKi5oTBoI0tOVegjfsfN4nWMdMzptYLYsavux8sODm6aV+hY5Vva3s2J5i6jlKXM4snNYVSXt4PbYdsETOPQ4JIlQs2mWnXXf8Dt1noPcoCu4GnAyOTLXk2TL/xeQ3B2itIzAnsUnt0Yls2T1hgqii/RWSxsdZqHFm2TRnD+HD5McACKGSu0MUdd/0f8xHZUgDiR4t0SnHji5imfi1ZNNBaeTR/Z4LnFra8hQwQpVF9P+hIhCqbEraMy55AZ6PlUzvpjuoPRfKIjlEutOrGBqFM+FvmqOJoCWVpuG3W1ZFzwAj8AAAMPAZ5cdEn/AABeMNIKlexAF03lk2XUImIU2lkoOgkiPQgWRlOv5Yv5P07eM/AqPwgGCKHPcZHaOj2Bf75+nuogrzTQFqlh0A/s70hlDJj3sUiElB/xeEzaQUiYi4TPz5cfyRQZsj7Im9IWMFXu2hZ+rw44Cx0R1S4Uy/EB+YPkjsK1P3J39cNWOWOcqpQlOCovFPJdN32uy1plDguH5BC3Hkygi4YW3aX5fmvOwglTm+7nU1NHzjVIwj9OOaBlnV8ECw9bPoLbXjjJxK2kf8cFtTjgWBMaJGQPKTQHhDwxsAZSHhx2Jw492yk/xyWaMpMMEOJVZbeN1aKR9f7s/7A56jMJn3Wod2OsQ640HL8yJsbwDdesfBO8VI0L/zWrti+4sugHnQziMUZ2LQw+CaUrdmLG+iCI2bI+ihkweBvoOtKx9D32QfZLsaXfz7gwb6hqGF94p6pbPNyzKaMcy6amlqA63Syx9CQeXZVUsN3Y5+jqwhc8UMF/pTvO2gjs/f8685NL/EzSEun5yglVrF8zw7dHE7+YJloEXNIelatSDnGnKAnG6g/GIElTcNRdbvvp4Z4hYeip63D2VhzZs3sUANTdVDr8SKfYWpg4g1mlVq68qRhwSUtKmmezLDxrhQaiqMKJY84tr03JxOIQSi5EHj8KWIVPNQ8uS6pdhFYd+zp+Cny8vKVBnbVQMX7Z1DCzlnLAknrz67OPfeIMmGf1NVGyYldMK6ZSrD7Dyq+l54hLGWCB+5vU6f8vjAuDxHaeoe3U/CVUW4L2IGvJJz5PfcRtPqNn+APjsRDkrLGhrN5tQS7UpC3emxBrLq3NFufs+w4yN+sIknAt7g5w6fgS3CzWCMEPmKcPHYDNkSLBJxQL/DnfSOLGgRshlOkllNfqff1yoJNIoPPkA1OZGLXT4t4cbXFFIfDfqH5ZiJcEHq2NXNVWPCHs9qLCseKVj0qXISadyt8MOas2hyaCKo7vc75UrMMEsvg7Vc1AmAeMvx9XOjNtrm+WKerEqcSiHp8nvX50GUKf/XShdmePbi7gAAADmAGeXmpJ/wAAXqtqSe5ls0p7A+CPIcgQT9Leri9cFug2XrdbGqv7J0UzMv3aIgmfhfGyu4m7+w6vd/r6qv2kPXgbqERbaJSR8w3fY9RHJH+nHVOhY0FrcBtXkNy6J3uyUt9/dWQ0UXRZtuVJbxAFQZr5Y4XMujLp+aScWv3e5Xwl2mmDUy3J/rxVEQ+f+L8KMHEBiKECffOceU4CfPGriApLFjpPH00r1TmEMDU9aLMYFZSiRsnU2ZTVu30Sp85mIKnG+jA9DG5mMGuXb7/n3fdZxM/eX3DFAa8IgHSwchUrTe+NIJqKsmL4cbiBima63TEiGWoqza3jkabVfUp8hzNNHj+cntLwPctvsuBEtMzi0T0sT97DjenriDRlT9PV+nytme6APmwkNjZ/7lcwn8W+J9G14zaaYeu6r8LrtlHRRDWSBex+CTQHOQwlk3MtVPtdJxOxizbnajYJA5XbsmeWY2dmNXp69fseZxQwmW/55YPTe4ra3jQ/7ZzIFFoS2B6BMASRCrqsPV52nB2ntwA6oASHTU4afvYudBduyH0HL45+b2dEYZWaHtZWQ6/6il/sTPndmjltL9Ry90Xb6XyvBxHc1uKCG5XeifPedROr2bY/O3XMhK6Zjc09ay4NtndbtSxB70R8ZW9I0jjMhlkykby8+BRMuHRKuQ8KUIH4CSk59K5lCPm1qXQtQMqAYc3jcz/kPSVYTQx4B7Y/wR+ukTwMlp4HfSGNjqa+Tv4syhrywGgrOEth0I96UkDDUtLAvlApPM+oAisQPXhHX64yeujoYNZSP3yIjzvUHQ1RSTkqujCPMJw7Ksl3cc0lBLx2ANBBG9NLJ9F5RRNDLDp9VJrfDd249oac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type=\"video/mp4\"/>\n",
       "      This browser does not support the video tag.\n",
       "      </video></td></tr></table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Testing Episode 3/5\n",
      "  Step 50: reward=0.427, x_pos=-0.050, total_reward=69.278\n",
      "  Episode ended (terminated) after 88 steps\n",
      "  Episode Summary:\n",
      "    Steps: 88\n",
      "    Total Reward: 79.821\n",
      "    Average Reward: 0.907\n",
      "    Final Position: (-0.083, 0.146)\n",
      "  Rendering video for Episode 3...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table class=\"show_videos\" style=\"border-spacing:0px;\"><tr><td style=\"padding:1px;\"><video controls width=\"480\" height=\"480\" style=\"object-fit:cover;\" loop autoplay muted>\n",
       "      <source 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type=\"video/mp4\"/>\n",
       "      This browser does not support the video tag.\n",
       "      </video></td></tr></table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Testing Episode 4/5\n",
      "  Step 50: reward=3.129, x_pos=-0.112, total_reward=87.185\n",
      "  Episode ended (terminated) after 98 steps\n",
      "  Episode Summary:\n",
      "    Steps: 98\n",
      "    Total Reward: 150.922\n",
      "    Average Reward: 1.540\n",
      "    Final Position: (-0.053, -0.067)\n",
      "  Rendering video for Episode 4...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table class=\"show_videos\" style=\"border-spacing:0px;\"><tr><td style=\"padding:1px;\"><video controls width=\"480\" height=\"480\" style=\"object-fit:cover;\" loop autoplay muted>\n",
       "      <source 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type=\"video/mp4\"/>\n",
       "      This browser does not support the video tag.\n",
       "      </video></td></tr></table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Testing Episode 5/5\n",
      "  Step 50: reward=3.124, x_pos=-0.086, total_reward=88.579\n",
      "  Step 100: reward=3.518, x_pos=-0.049, total_reward=156.039\n",
      "  Episode ended (terminated) after 102 steps\n",
      "  Episode Summary:\n",
      "    Steps: 102\n",
      "    Total Reward: 155.662\n",
      "    Average Reward: 1.526\n",
      "    Final Position: (-0.048, -0.020)\n",
      "  Rendering video for Episode 5...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table class=\"show_videos\" style=\"border-spacing:0px;\"><tr><td style=\"padding:1px;\"><video controls width=\"480\" height=\"480\" style=\"object-fit:cover;\" loop autoplay muted>\n",
       "      <source 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Z/9CrVhl0zmXeeUMA99MkRkLDdrMdgznAVuQPw0UyNt0M/d1qFf66WvEU+8+zQfrnn85y+O12lpeYKJavYZPiBQ1IK4ppfEK654hsDyun+aNyPeQJ+nll3UCU4iJh6k9KeUbazyLaSgnFB7SjDkSg3dUU4s1A40IDKrSvyYWkDYVgga91YW58id0SsPhBiovOHUffNVrt87zTzCpeNKTQZX5ZFOFX/n/DfjeJJuQvey1wXBoiJy2olTRDdiyt9mQxGjzz8FbcINThmxZvLrdfIh1M1c5Ao8nMEyoZML6AJngBDtK2bH69KkObiw6rjRyS/sLbVgo9lAhk+jPzevNQZjDbiS/DuYSWFoRBySFQaMQRh1r70C7gun4UzWQQBHXZ3WwbZsKX6HCp76axFMqGsspFSQNrWMcQtJLOPQGf68oAs1I9PbSi+ZDKyJ9pzg71ReZWoCOpS1bebwJdT2UufoJhtJpCb3OlG501Rp/I+QYqYnobzZrrWZXtH0SVD3I3jQjUU5eAahCD2VDOMFhOm3WxzpTuFzMQHEfSGh66ggNzwJZPB0oUj02ZHs21XH5E9GY4OP2aJmhkDbbLQB4FHxxeu2aW9m5tssu2FxCjsp30vcLNyzk3rnCzhulFbkFTC7B4556LeQqzOkc3T4CzkCwub8dKJkrTufg8uw7QfndP3JzI3iCC7qeZ0XEUrnKJBIAyOn2Qhr9k1Z3Z1itoN/jlLoExxxazEdIp12K3nLa2eEcWrU47fuIt0/DmSE0P6Zk5fcXLeC13PS7rX1IJVgQwkPkpq1zqpdu8Lo0OeD7P4TbpNr1z8m6oYplD5homP2oeCk32giCvPt90+0CCf7SeIp95fGx/D0rAm+QXXw/GSgDSiV4sURCkegTNzbcO+baAN+Mdg0jys4nq7P0T/sRRFRKobmjJuN7rjQDfiPFpmLmyCA4Wgn8QB/tCU7QdRQa3gYQrDMnl76HG2vagbYm9x8Z2mQp0FbU8XvupwKlT1Es7t9+wc1aUyXvdQHWQPjO92D0zbcNQLF8VUpWQQgCpCVWrxDmXdQ1Anp2YcpIx34un8c7wu/zI7+SpKXjh0UGpNbDE0nd4bix8CYFmuRPIKrkHfcRkoLaFiE/MmhM/8AdFn6bGbY6rqSyljcz0E+EnqD9kmOeqM28HqGJsqoScsMXWgtYQHDVLsxnzKCGxyaq9BWTtDtyD1wnQbHnftM67Qiu+IYFZr8rwqyVmVWuEoydnnlDlfBYZkZ3pdruwDmWRK1+x6hEgJsFgmSYpL1bg/xMFVnELLazjva4ghlgPEZfqsV1dHQodrxRNxKutUS4PMff/85N3qqxUPlcPkIgZDBaPZ975WeqURY87EAnVu7AfnuAeX2J3w3xcB3YCe5S7zVcjBNN6x8+VXMAPtbdisBKMn71UlaHPYAMo8ANwfpDspoAaSZDSarsTVmj9wHbVTdtLpgMMV4qUlVBNBrOeICfjdxguf0XzAupvbz7Pzc/nNdEucHyyHKQBXzdRoupQUS2PnHcEHW/tikUVTFewZgLIDDh5pJ3s7FAvSe7MEOOZexQTiL3dbF+hKiTpmU45zr/XeB+x5aj0Z64bS7+J0uEVlkssbawoAsNghZe3EA0WKZIoLExN6mo3+OyvNcXRBSf2QlAC8vmivRPvTmGYAyDSftREnwSaJnCsJgn3jdBY2FWE+639dOeFrtj+va5ilvRK9DHohCiUv//cBIhxmXX9lLvDHRpoLhqL9dL6lDcN5mglmYrIs2a8dcYoJnvjsDOIsBjIkgUg74daPOd80EV9JpHUAGao+PElbrReGVuDrx4d7aLES3aTIomliDOa/b0sXePuMGwBOCXwTj5fly3jzFxh08xb3sjoKwEt73lEda9Ry+gp6m7Zz935h7xDp2dbAFMI/SNOikSYds/7dJDQoKVBGfWW7V5hSGTIA/0iYn4qgmN4ElZVb4f+VUw1hlvOJxUF0AmvM8FCWXfO/GeME/BN23NQaHyXFIO6m+H4vq1EcQbeFp5lbKXr/6ijnGDtGnPAuPwzOJN1OeJrDyG/m50aZmxCwFvv2WoUtZcfh8dbRlwdvCtwdE8JirYUubblRP4YwSy6srU08UnMM6KSKBs2WSqyxaFls2HtzDtRCdgsWhx3LBwvDHYnB3FLuXtpoTQworxFPW+/aP4aDJ7sqc1OGKFjQ5Wtdy1BVb+92mdFM+9WmbEFB5u6/tLgLfeJWLc6ofJh4NqdBHKbvsnvkVkMUpmYr7U2MK7Y6jwj0VLu99dv94YDDU1JT4tgNQnz0MASP8xMQn8HVn4SPQZ8YrtLRmMH/+OwpcmXHtGxAyrW7KtKh4y03cSg+4GEZYqIeBo1ZRAnliChu6peJptNXYjWo+zr4CyZyKF5jnLYBKJBHH4LflvyVpVG2P+spYEjKtAnlr6IsgdVDs8dYlhQO5yN8OTuyt8TQLBVsBRdDeLI3esfjn6wf05JcB2Ph2O+WJztJaRowZDZTpYC5awlm/lpeH9gXt8YBjPxdjQGoWJCasvURMMSmQ8tMhbufyxJ6U/73/gOz7VebedQbMW2A3nmaWp4T2AaOVeWL3Ettswm55MbtgEfAAc6/ZnOvDI+N00u5KI7+SeI08ikwS46TNQml+VDHZ/5jHHZQmKKO9HsDTk97+yUSi133iKtwrVZJoJfekRwutPk4BUF8qfrfpxCwKy/No5Y50kwlY0iC0StOR6a4ht03h/EVvr/cnuG66dKOVhv+KUY9Hd+2QLId/bfUtDy89pO7CHnBOGDyFhD1IY2Fj2W1uiC1w3Pp8b8HqdYvBH/Z9Lw3doxkqV++5Knm2kiIpJRS+8DYY0T8eh7ZYY17sxhbHpYnAaGNMcPOO/Vr/uxvJwvP7nkojCI0iLLQkayb3ykaviQ44NFYfgDG0dE/LzsSkgrthqQVGSjjHflpyiGLBQYRZQyKYJRAX3f0iFBoIgB6nPWUNgFhKsgfLxYRoWUIdupo9SrfBxw8HzAOrpBmHmmt+zzAyUHDjwdyaaMN6atPQFKw5p1jXO8oNvdofbjiPkMCXNbszEfISAUu11KUJ0edk9yflXqk0eeSYpYrCy4SiYAp9AKy25IuYKE/rMfQiPVuLss5PwD2drq1dy00cVmtk+O7ODOypONpw5gMuTI9z1vvB8rbncsOJbjNEDMmdecqGkHqw39MVEnoEx946I87DjudndbeSHcQjfCzIRZKQ306rG4oRKt6VfeGsNuXkaAvw4MLxVLdpTu1wB9Hs85/ARAvonIygXBu7V1HFV/u2Y3bvuBky87+e62ubQwu7XLUb8tXRCql3i1VLWk8vRXCLJvLniMK951msThLDN+oZvYxfJEbZrbqZ1GXz45uGPe/yGIXszgNF7o1KgKJqZGi9WNhBvG9HullZpwoh6DRnBO+y5KSN0djuscacVc9Wvl4vqah97u3mv3Xxj9FGOlFZrfSb3OF9b5A4NabCW5QHTJUjEUftViWDVBguPQfh3fqM8VW9zW9MgL01zQ8wzLDJDDc3W9iuBq2Pt4tBu+LGYKMiTMlpInzd3K2H896fwJ9kv74wPrzZ6ytMS18kWHNa8nQA9cogd3r8+4io0qHGxSCydqZwYIWHbaIY7cFzUaAN1/sJWZcSoPiLsYfTezHGbrg5WKWA6n80R+vrzzyyp/mXEWI1MgPYANzTfLCyM72uyL+k/VH65FN8ORb22Jvys2PJ5w3eCvgZgTVsYy5os/EAJfH1Ta8dDYKxQo12wcOnxwRUYe4io2NIrNWWSty+gS4YXQ4zp72nD+nlXEkvbKTgtSXrRjhMhc/TDZr9427eoNL4+Nt4QQFJsZ92+2bTzPH0AlfvYy4hAEN8BXIN5lVd5hds7wbMo5xO9pQr2bz29PTxpuG7rtnyXUv9PfsWO8xON5X9Dh1KCM8TchBTViA+XkUTwOsx1jVw2mig2bszP03R9Beph1bSF2TlK4/C6xNtjj6DCmfn+GMdVjFnNHij2Nye4/peXE37YMa0PZqEGo9w7YykLCmV9qc+nXnRU0pOWpd59oCDr9rIjkk+8qxsXxMaNqE5r5F1gI0v1ynC/l54XgjKCQHT576BjvyMlS+59/4pZJtsyQw+7sVtvmkqiYHAOkZbu3cTvE7ZkA/XUjjrrSQEJdQ0+J7/tMAX+1sMhp6wDt5JZe0wxBQm0p+OuzqAXyt2luOsM2/L8856FyJ1/KPnHb4I/i8YvAHK3enbNE/8MfMZjkUkuixcnGDUQ0i9M9Xqiq8vw7DwsfvX/aaRrTesRcMSOIemjyBw1h6vhJGVKL3y2okSzflntZ7sfqRzYH+5Gnzb3lMki+2ppHhkjdFK3DfvY4TYjFAUyzTZiAinTJQU+78U9i/GvBrq+n8SZho9exKkjgqUX7eMCUEU6ORyMHyJvt8LKJPBMyqbX/yKQZBAUhmw7lMmGzCyi6rKbQPoXMFCw7VifCQaNs6DnCqd9PfYSA0pNf0zS4F6btDx5Z2jj43ELbEmBqBTmKEuiRQXrY+Fi69kojL0wlbSO8V7JxaRRVrDp5QJk09on3t1XL05MAUw1Rg8cQV5ptTyQW911QqRgq/URemga69SCSj5t5Eqqan9a+Kl1N1Dl+pIwcJiPeB5dO7nD/cO9VJ07DVgWpGzsOm3tBQtZd+DQwjR5Gx8KnnzX4JK4U8iS7VhPV3GBMID//Oa9BfPp+SzsV7R3UvtS9COsAVBIXYreTburogDvzwn+/T/1WZMUNivB31W8AUtw6kc9QN5SFRI79qAOu6CQZGF4dBxQIbHuHYhILd9Gi0YQNbZa7wxnJ9Tw6X6OjL4Z9wsG4j986vD0uO2HWDjgADsSV31Y2mM+P0Tcvva8aO/ODMiCKPEjBWCfXQBsZ00/tJB4JjfuUWJOdcbYZBcQieQZ91Xu/rdxOtHtOvwMJSYU66wRqc2xRGKrIA/GTt1fjA34uGG8TdF2vu34p7Tgtp4GqPlZB+waXw3hrjEv/+c6iFE3pfYIQsDAcxBEcrTVYQAkZ8MvGCG2hIHfmGN7sV7BSiqwqk2MKgsTlWd//PAt28rbtpPSYK//IzvBQtg0s/2bpNN//Hr9znzS4MAnnJPjfgFy1HB+DNQePGuJ4vaSUGHbSrVUSdpPO329sM0XFppEv4nYCuQFskEuXQOSPZaFiM/QoyAB6EHbCTPyiS31uxVoex9H66Y5woUXTGMvbrwb2FZAH3a5f02gOdCKGmkSH68WjN5rG43o28uSmOF3PeFU4MbsoSrMfKZ40ZrPkB/3q7UUweRybchD3Gl/28YLK1gdzXfQcLPPCE/oBpaF+qMzlfXpcaG7ACjI1ooTvEeNbmv9McHcQVHUsXGIXdtOMcm01GtdXN1a0zAmYCOD8lB5+Zg3C4hIMXl1HmYIGZX56CkkVV5DnwKdXgX7E2vCDQEPfMukckarlQdj8+Hf4AfmhSsws1JQMgv+GA4cZdBKl3XAjPTMMz8P54rcNERtWmS0SQCqQlN6gByL86cfff/uask1aoAHm9kuTrm0+IyL6GN3kor5/NlJMMBSYG/2PVNfENFy7Gamh1W99rhcifQKjlcJvgvfPyUFOOoctUfKyy5L95CmzCV2YjV7ZDCWX1GkyMhVgpgJVRUQ5LWDNV6yRJos+5P2P+IEAMRhA9vHI/nQsmsyKbCVWujj3w+Oya49LhpYSEWnDUd9TLvI5S0GnrT0RdMIHafZgF+/dfNGAovgiv60Gm1hdEafClUOGzkTKmdeoxRRPnaZU+P2rOcoS7Cl04bAC7IXTIqirB19drsWIg90fnfRyjD6tLvgWQLGAtZqU6EdWyJBsSuRUGMIUf6fObqg9gobdiVPU70wldT3bTPcAeRg98UQgLO7iOYKSlOVAR18h5eiBsKqITdo1pPAspUq64pEVzMCsvXgXgqMWMic++XAzvBjD4u5H8EWoG9qabjxB6dzT6G4Gth3af7hNBRnCB7PT9sj5yg8K+IDaAs8U+rf+cMybkZIo+dr6oaheZn1Iev1wyZGsaXE3+TXEF+v5NdsCEfD9rxdiYKFGoFvb0CaR0zT7edhesu1N5QPhh6mI3cnLaBdre89lsTNjDs40L2KYuEH3DJNFi/UlP7Ay8mpQ21jWg8OJKyIOXSljHkOTNuFekes1OFq/Actor3Qgi/oks5CU0zZs6j2U2WT/Mmjp6d4gTMnX5hwh3fFHyxqPu1Z3KMMmb8hMDI96PJMfoJLWqK22D3PEBgoShrqTJXnpAp/c4NmgjQKKtNtiPyToQ+mnHBlPH3VyrSiDHL+0kKY+QzasSCk9xmbRv90Sfw1fQtu36+g5ivCyGfQCx+B/wKXX7M1B0cWhAsAD3OLV4Yxq3vdPXgI0lUH+0j5XzxwTdxiNj6w8MmiQgB8s9+jfddNS/wii+r/EFxm1v6A/f8tHPv9xvTUnf8lJBwSxbVtkaZkq2hz7IFoIv3E2VxbY5eqHzlpKUaQOLLJQS+mdT+f/yHIGGJNsqwpnuDIZNmoTNIoZhD0+9fdLhAmLZo9peDLB/uNJSOhyEenYAnXDt+73i5XVOeTANZy7UCEHgwmauu3x4LTwsIjgKYP//5zzdsjG482vQctXcxpBTFhvOLGugPnujISKBbNQv4TKHyEx3OdvtO/jILCqCVsW5SUQhMvK79FS1JsVmQhgOt+Dhbpvx1tBacZqbZ+1mqLT5KdMJNF0Ah7ZF+L2T5VXZ/sZl49TmgwrNRXbPa8sioOnQt7tOgWG4KyOmo5ZqO3l9X6QExACnQXQP+jRimrueaMv1xVzlzk/rNqA3ffI01z+sWE9/NpZFMSx8VhAmuyXgYBfFBobN+RRrYKH1uO32gJHmu8z+O/9IIOCOBzetFVBMPur0PsLzmIutvHJDxm/mfGrV0Cu/zgV8Jj/R6CzaF4zf1ueQmmi9htmuL60gE5eq7UwWp0SLJpg1y20avZRMyoq3oqzIoXZIdLS1HtokaSo/qgMC7aJrJtlUyq8DF9VQ3x2O/15YLEEQUmfcSJRjE5H3/gVd7offorlQFIVVDtJC8QPpFYAH7Ozio1ET08ZVZny3WljYLH9rXfu570+nli8wWLYXJJbIouTiY+esDyqLja6EcRc8OWAPPY4W75vrjlc+Gga5d2WZjQjGbyL7b1GHp3a/1sKik29BYiCYGi83pwRSEAIgQLMKKDdLtTFZpjM7sk5EGFMX6A9ld0g4vYuHSeNsNAVmn1mew22wjOdxw67N1+yOkz0mT+JJakS3DRRQtApKRtxJXGX3NFY2Ap+IeG0YX3489r4Gd3kJ1WRTRN7WnVJK9/QkKJxbD3u3FLTrcjWrQv3YcrZQpNlYvK0acIrGDFELfImvh1CIVDbyLNOS8eycL8L3ICh8Ha5jpga/Dnl2gkt8L0lOOzcxS99kvlAKuwaidywA0cxRJtbZ1jfB4dpQsjThT3wGi+q5Q/ewqFbtggOhEgJybiCRXhoIXtRBc4m21ORLodMkptpzztix9Fo131+UN7HuM2PSQJTdO1VszNko5ctSGGjS1B53vyW3w8jgBRpaOjVY+CJb6U9nvynmp1pJMFSH2teiv94g41keZOE//dFZDi5vNtc0yQgGIIZg9OZx0avX3vOGcRpjjutRV6/C2YY4mxfS1aOcnI/A5aF4G7Yxc27PIsX0kd8j35C9IXeYkLw3P2WWw5+VFB0Z+O7GHri9bS3WVnMCu0SXolXxr6+wDoSHrJDdUpJ4Ks+r/LiJR4unA1f5Z2prB6WLFouB4Z5PpVOz537Um3V82bKpwGUXUsiYHkz8XFnf7YlMNw4bmFKeM5/mZFsabgg+z/uJxfi3Cr4Ukiad/OGh7WHbIHJI/hYj4Yv/MsMetQqh1dKUFgnhqcardUv+kWBug2aHgZdTHk00T9i5p+qXySnDjIKmTSx7csGMUNboiVS+/RzGRl3IiOm0KqH76EV3Tfe14gBWTZeAfeW8lxHw6StxEvolWDBNfN4S1+dhEf/nV+SVUoyFPswLX2Qzr802+/7fQ9kPH1lZkzkY8VJ7qy49zg8CcMViyUojjX760bhXUSQETQnDD0BkPME1pJc6hj2G+Ll+B6zM2rVjfW7cuz07isn2JAhpWSQR1SWhu+r7VSUL7eCYNLC6YCh05u/R7vCExqkq7NZqZB09YNklC4rmkq+7r3AiLNruVrCwHEF/+bLFf6ELxpJG66s0i2Ch7E9cXke92+5ZH++Zrccr2Y7GnAJmUDz7LFaSFQZx+pchGLB2ZcF6ZCuDKJWfWS2rwbj5zeaC279iyf4K0pQM7b1iw3IE4WK9GJyoqFaXGLsCBeWsueBLeyMuAFfGG3ziY/RNCbAQausrculRBnfp5qdBrRSowQLPwvsmg1kLkmV2OYsdM6p8s24pD45RaRGgzpph1E3gc64juj15xFPN2PSUSOEhSSdzsD6lIJ0HUAWqygx6KVsWeh+gTgxZK127y6Cx+o4ZRE0sN981hUSRgozFiBxq/P+FXVoAauQ+OSRMCYljygfUgaEVoI7ijfunx5xmMRaqTWUoE3cUmV7Pbir2F164sj8+6o/z0vjPIp2R0Swz7CXMfUNpK3ejl1xuazAxEvLFXPaq1jK9NOm0vs6ss15mdMW5JXsRtG77K5njLaqazf+NSQVSvmmxrga/gFsllsTIsNV9vjsl5O/Q5LeIc8VoPak/i9gTiUEELhW67/7VU87qIl9vw+m4D3U5GRAtKXD5LAZ/cDEPLYyUJnV4tadJhRQ4R2S+RYeTNWz4jWswl2VSRZucl6ERviEfV03NRLL2JnvL34HTg7fabIUKTCNNRngc1r87WENDo+nHz18dZIXnTFOS3jUYAWxQrjmzNf/+sCmh8zC0Pxq7hdc5yLkoGI//8of3zEQB88lVDmWz1P3B6/IBehoJIBCc/C39KzcKUPbBwIlq0KaNLWLPacU/n/SfshvmOCCZZe3MjtZCaDvf31DUBnD4Zd5VQ2TtsRL4LNZnJQeyXwdFwiTF2BaTtLTYL6lhU7S/S280dqguPv/wdhA+vpCBZ/z+Cp9mIQ5Ji/8ZkSmxan+9ypYnJg8MEMQV1PujOH75a1TCDoc4CwXum7lrYXffPPwVnldIHMyAlC8Q7Cv8IQuj7QraI6XYZJX4lfq6xXT30Wh1SGitrro+bHFh9ZKanmBHmR9mYhVo9SAx5Bop/VvoM2fppEGtrQfSCT/V+5q2JrUAoufulLy1WM8XfMtHJr1xeUfBcBxALsRwyZC2Pz21LWvYNMOn8XP6GpZfHZ+HUbGDWbo4AyHb/aniiYali9S4VRT29rs5/AutKYLk2von6evQJNK1cbzPnCho3srHkLIkAtxhSd6YS0sQ6V6EF2Xjk9oicd8SOdLg1deEngqB64A9gIeYsOtzKLBte9D+PbtxPjnBXUyPZHOX9UT7f2F0zM6jxngd48UrZ2CdfeqHVLGR2r3AUBYEBsN3nxKnD7Y70AAr2XHB2JxWwZVawq96iNJN/OEDV2cNyU5uPYUDRqvyfPjVYqfo/B/gZKo54MgHIQdjHClhXQWK4nrDeFpDbPTaP04b1lMh5mE/6qXGr9ekI4gyNyDJolFsX1P1j3LY/KMSad8kB1pTSbTkGzXsSe9GHuwnsrswAUaxY5u4OpH7d80q6IB6BUMKggMA6NmIBhaClEtoETe3O40Z1LeZ1JNTL4tJClPIbGNxOzSUIPaa+6T1sSm7PFb/2F6Gvm2TB8LfZPA/a8W3+0HsQ/2DlCsm1zz2In9LcaNGz3MfCVw3p7qqatWl/Yo7dFgXBl80XB+8E+arxFt392leWMCbuGfdmuzotPRkgimoFL4IlViTOJvHpJtwaqft7DdRlU5LcMNbBWKud7b+TudmIJ9IZ3rlvevzTpaFhGlpgpHSrUS5V603G5NFIhZt6hHMiCIU2cFZngCXGNbdgEgrnvsjq7RwiyziDL1S4J9MpqydAUII+TZDRqe/uK/cggiAMATgZ74WJD7iA+6sUl5Iof4/a5DUtJfSj3uw952OHPViHc78q1edNxHbnM9oo2aMgQrckb9Or/CvERC6erK0qEPSueqGQldmn0U6JeVh58yD9zc9YGCXjhNd/WB9+aQWAvnwtLI5Sa1lun7DBL9GdX+eHTPMJMZkcuxnQteqGreLEnyr1Rb8dehNLUVDwQYZZFrxzt/mb2J4QHoFJN8oU95Mi8b6zsknKE/VbnuSHXsrNW60MNhUASq3Wjtc95jU2tHKxaE96yRPqJi1BEmUcIcqSToRa2B5oEtO6vUYBrZg9iOaa0fhOyO4e4/gxhih/S+Gt3fthO2BeimwyP43CflUv09Kxg31JC5wPYhqRPoPEcTz//0gB5mJtUOr0X00Eqvf35MWhmmgNNUJD0WkAPs/yr3ZGrlDrwZcgIoEZno5YSXK/rWg5fU29R/ZoNsAEWd0veyRLFBxaHqPEqMTi6WMrSk7r1p4kVQprRFGEGnB9JDJ8+UhP4TIh8BCJ2iW28VbaRxAxFhPEHc8aZoyIY3YiR4oAGSA0d+EXuNNZF/eWKaDDxq4xCKriqe5Jj00v4sE/INbodgTmoRQ3DmJSwWZjUZ5KPoEcHrW/YCSBRgrCp4TE20DsHQ1kjf/0/G65PZdlv4rYH6tBMCkNDAPI7qmzklMUq7gwpLbrsZBe/yhuaTfUrAywn8eS7sP2yuTduEAxX8bB66zj+BxiDMdNOZe2gmW4io1EdeJvDY6sh4NiR3nnzYKIgsHERL8njUgvUOfznFn+vmuZi7c83BDmFB12tKueH1dV5GeGZZSlu7Gwxr1fYY/7x6bbUZC2UI2d3+ZxIrnePd4ruHpfEq/wnu+0e7QdZyLKLd1cthD1RZ0igF8x7d5U/wnPiP28k7z1zQxakgL6DjOMxtaSagucH3vkxHBG43fOFW8bs/jrgIm6AsfJoynY1AUJKxeX5uI6rJm4lTO5hgnO+P1K/zY8wOKc2xICXBUoF2mp4p+GPBKDxXHcHM+qwGPgAimolm4SIl8pHmjriBs0kXonpx0Apn+74Q7sA9EHfx4sxhbp5T//+Ra9WsRae3NqnPbWBlV4tR8g63hFvHIiL/r0SLVHsd4s7zqAxEl+NRX5TjNYU6I+nep4Z78SvcaGGwJKwH9/2iAKKs4ARPLoKxfPQBnkL0Z1mF+yOpppDa9efZ+dLy7YvtfLWvd+etF6VyIytVDrNpiUpPmXH5l9HwAuZLnlD2m9bngU/H0zowcrah/AQm3JgGqF+o3NeoiIflOvTsrABlzcUpFG0QeM6DHQAXTXjizJf+Q91oneaVFHbTL7dXKhMl+nH0IzExeb0UEpv4sPmt5wWFzTs8noBZoblR5OmjJi+a87hdevDBN+MzBwTQ6OMp3bInD1olMqK0MXuSe1cNmocABYX7js7a6e8fy4yYsrA3l0EZOo62LaBLif+HFjCuiGNpLCnzca0Wiln6j1N6/WHq4xilE4GWylGtQEiRNa2ICOqbpr4pcLc7A8XiDArg0i0VYkq89PoxwZuGcVdmv4zXC2eCc0XDq+YIprcmxHGBEATPfmnCnhgM8NGFASr8RtMWYFLq4DTdw2dYAsVAC/cQPGsDrx0gYJaApEWa6rAOWG/liikODt4xB+jkKWaOfZAlZJPW5zxmONfZcOmOhvw7///+de1HkhPl8+X+dpX0iQoYLv3g3+yZ5i/L6tS9lc5bdh33dCP3GklvAfpIpIjch1vzvYhMQYw3bKkORUyMirGV6gvuCFRA/sVLLBMUcNEwMteNPSLnCHgze5mPlZEKas5wJlYyUe/rnGoA8Dy3iO4gWO6Pz8hZDVQ6g+psqZH24SfI63O6HO91cyPVb4h2W+8DeRVYAcqwz6j51A2uEGYwa/PhtqdUHvcI+h0OSKn5Tku1poNGTBZKHnpYFn20rbcAcZSEPvUIjRwdgOv6u27w252cH8rt0jLQBhyvGTRnLKNtNcwnzo5gSeREVr7CgAN8V6A8+n162rZPVlv/PmVUM6a2KdRgRnPMey4/boXUZkK8h8cY8btKn5h510X4IQPR7gf9UXDwH5oU4dDCf98PMBd4e0bwsZnca5m0d094ZoT+DERQCg8b5/mX62lMaXPdNbDVlITzyjH6gaYLUQZ7FFYnxaH+TSQb+7r0TP5EZj14rtn1XqxcHBhL8lg8VSmWVJr+gh/T4eONn1GPYwQgXDmFEjcXYU8xuwkMEiHMMMWJNKSBQHFAO2rjau0Ec0vQ0y90lNYmfDpwGjD4ejgxo+t7D1KFjRMOc6HKshvibDRZ3AyfGhjYqgShRLl/W52yS2V49Ld+VhJBxA5akMg9w9CO3U0z5p9yKF6qf4MOy2OI7dUnOB3FsmXSKOW5j2CWpVSewNdy6lkM1lbd/5o4vL97zpwGORM+kd/xYmj+JomTzZ3Y69lhJoxnSjONwm3NODF8avDK86R7ZUq5L99x1A93k4avjnanKVmZaNoYl0K1cOfCEwVw/258rDyiOCJRu+rHFliRFGpccN+pM7d33k8z6Ix1dJo0KEqYQa7JiZmdX6WSnXBkNtSKLTJ1LtsFeN2AUe9f9n9LXscyPQy79gcH94v6FYQulVyFtOljlBcc5Q9TzEVeCrIOrdbXDw+eHEiBiGxp4GCVF88OOQSnzDTjBl18b9KlUdTkoKj2enuVjQ9IPBiDCjZiwwlzKoZ8VaihqJI7NEbgR+2o+4wPozp0PG1cBvQtsV7efG6w5PlP4ROAyluG2clQkFSgrY0u4yAqke0ZId3gL5P0nNFp5ltCzyXeJnAib2S+dnKdR0Hw8CAfBOP/Di6n+qd07gC5KVMl5m7Cd5me6m4ri9J7Pijox+h+LBjpIiwRljZiDneOFE44lHFwteO/qrvK6MXxrC0b9rf7Z6LPrrjQ4MT9odrl6GchzRj1aAkvYVhAb9zhQFTNBzkm6zimiEtOROlhJ2T9NLj0XtV8ueZH2HJD1YkZ/uNcNiCXgUAAAX3QZokbH/khLwD02AmN8g97tdC4fqw18XTV2jOoQAxLfRqbnGj5a9H+1XuxXgBUzGJrQfprdfNCadNP/6mvZtBJ0QXD0Brd038oC9pB1qcAvkDz1EGVWxcYg9J1DH15O3A8ULgETaMQ3L2+z/gJZnS8xcXpqUjjOs4O0mOfwsMj/4UuS7AIDSea6fnxRP/RGL/CuPee62utS55QonXlGKfEA/2CmVhFUv8qJ8RbGgqrI6ij05jGwLpR9ewZ7wV+y/oCXRhOkVikjvZ8vOxhH3HLwYGerEPT3zhczJMV3qXBQQMpatGcIautRvNtVEE7CcQMFUuREEj8Wy4s/q84uE8m2MiizmdTH2ZqyCmE/b8dd5snf35lybaEItLey/G1p5WqmjGA77t2AgWVxAxaX3nQhkJpX//qSrAUuA05uub/AoVQqNjqvyl+RwKzEfUsYx3ZZpdrKmXqF6sovOZGbyRlzEo2BGqNQLsZ+5KRpENrm1ZVXdzBKTvmuLV3XB+Gih67s8Fgfb6GtTW+K3wzOLhYrMjw0cHBDhmbk0Akpg6hGRPPoOoDBglc9KLElxgsNdQER8WYTYo9N5+BugScoGzJnhSNvHtba4yxBOWfvH5mL1IJKH2nJIkSstKrWU8eEcTRil3j73UmT3LqDC6hTBFayzSweREMzl7JD/YA/2UbSFfSPquXh/AXiuFFWcGeYvdiVqSPPm+78DgAigsCNaGue/BqfoyJ1AUpkIxiqx4e59wJyMuyA/APLMlsHh/GrV2KezES+CPNpKGsCo3fUQznHbwPlMhaoaQBP7y1z9UK0BXKW2CgAualgnI9PfHUWIMsY3nby7Cf0a802INvEU/H/pvRNR8KO77yG1JiTUPpOxTOGAwsG89DmwBTjRewFIYAHgclBnQDOQZh4KtwLibez/wn6qzug31rn9VMVwmBFf3UUdaA8ENl1WSsPoMR5JGjxhBXe8vx882xAld6ArsRWU/NYYLYOt34B2eu6ofoC++Ct5kaqe3r/o/qG57IZZfwZUZ3JGurwj/CBYaVwWAaPOilj5aW5uMyhGmyeAQzzVSYYOSpPrF1RAb62BeEC8MFzdk2KxTSE3GfeJCdLlt4NKgvX0s/RFpuIAMxRHwX/j/U4uQomU5gi/rloRj5v6qL4vappEUxh6dauSK8l4uF9GfN7XowMfzd3wcQK/dyOXRAC6fw2DDoS0Q6dRKjjGtRHKstGTCV2caSGrypvGLMBc6dLoIgc0gq7Aomncjjd+YeyVHScwyW1gcaG5yBW9OPLADYq88622i09olEaRxhvuaMw/qoGKfUJW5ReCwC9xroahMA9cVArzXh3nKKhNnPvqWFKz0wrut45Fj1f2sITBkmMRkRxrQKSrmhp76XhUCf+aPqs1b6pMmNh2j7uCEIOJl65GhEpkVXgbSV1Vmd3i3oIKK+wxBNZLFw3jAD7QQ8695oASGI1SpVJJfFkf+HrLS/NIO9SB+ofv1G36g2N5fIDkjlnCmhJFm1+2Z+9BhYdmB9d0/Jf+nj1aKG2eORxh4OOrKTJggdEHLgmtBr+JQ+Gzk3GO6bsuZ9o3bR+XUkCSJ9iX5Mm3u8yhiednfdvweYSv6vQpGoLNjPRHt93b1uTwdTqXOF0e6yvR+CsTXouvepxn3kUjM0PjQH///9ecQ8iz+h41EITBFsDWrm2mjcRMg2WsNE1u2gjVweasxUf7yeCedEAHefM8C6JYMMHIKCbRhoLW4ehaAU4c5vfDxl20XmmtK68ckqCWWRcS2AvYTSNhVeYkBBeJfDq3Tn9BcRjQU6GtvgY1AFwlvgSTi+Dxnq0AGtmxTgCZkroKRqRnyoBZeCA9II56oEKU+VuKfVx5wgpcn+LcS3N+AQlxUDHzME7oW4urjjq5etZBxD7AeNrkQ61ygMHyIllaecXzZYEVu+dgxuzQq5X5Rm/bcpjIcuhcy7Cp70Hvh/mhj32+HlXDtL8ZtlwywaNYb5in/iZotg7BplX8pBPMz8RTqcPTyeSxjakk4tBIyoW54/J2ZCq3YAAAEPEGeQnivEuZFkYRkzGXqZownHgh/OXboN94Y8aE7vJR9FT3Qr3WD8Og3txkeAuBKgJcU4q/rH8Vzdg/WnEtgi+MfkdYhzLFMY0hH/KXOYs6DWO0b9zn9Hp9HSX5/GnHmioXsQqMDpMdkNg4Y46djPGhgJP7KOw2lLD+SW0cJvA0rvvY036h4PxwmUM5cVfB4CX1/XkhVXR/VUsqflpQtnDZqSRcXNfIbWwGCJ6kFQuYRQB9XWfshWTbH7txFKMMsorU1fOfPoLEeRnT3HlU07uj4h+D4V9hO3RIin3vU0JrNTef+IyFdCAAFl+Cx4x30v6qB+hMOmw8etAikTyc07U7qcxefIjH/MJM8lEjkv6U75QZanzghSwEhlzwBjzGQin7sWySiyKucNGOePxQLDdab86Lt5vPOwu35TzDtINeYpDGxaUTwAMs7mL4eBgTK8GsErp+pSS1Qp1b66lpzgj1VRsOEwD19JLeU2OlyCSsFqKlYj+HLqbansVaGbEf18S0COMbUsUDTZJnezIUNV7HFrfrvATyghl5uJ5ITTP6NhQONln5FwtZJYNFST+sib3+zKVWfLpgDMTtVHsZfd8YT/JF3OYc3toqzLzazbEQYJmFvxS8p1OgK8H3CNgVSOcftm2iMr3ZMDIE3FCoUUQUIDzqwNnOY0roP+xElh29twkTyfUpDcC53YT/hrr0JhDSdp+MgmUQW/xVIT/g6r7rHa37uBqJy77J7r93yOJY+SjXeltMMgjNf4XJmMuNkMaIpBtBFzjiH4KWemr3iK9K0kHWJTioI6KPGFfL6oYCdoetdWTmG/5yL7kRL/eGgqWQ84a/khxOk86+xYZjUhnyMIiVinr/Sl5CrnboPCw+5ZoJTQ6mvMsHAK2e4uBCv0XObkPCmyhrHsTW/RHe3RNEG41Nk3lM8VUxWp25u89xFBfCQQeTlMVeG9pczA6xNL5MMy/gkYWZd9EIrZfsuPFhiRfBf8GtfhN1mGP3Cm68KqpZy51nZn9rfoPjFYIU5Y2mXucKoUNTi14RcRCsp2YU8MO9tPfTgQJ9/w9E9wxMiNrYoKKYLa7lkHytCcXKGTaCsU7g1JUQcmkosdO+HRdGcPcJF7WFaqDY8gjjt0wdW+ST6JCWs//fkyGslZl9ILlLzvIH9D5tbgZsEptbLtZedHzT7K4g9QEvyV0LQHe2MBlYQxVg/oUiMNZdCntidB3annEipoFiw1zRB6Bgp6vt5RrJYiN5iqv9y1aw7Am/PxgZwL/t02kFiq9TM8iUikMHAZF6jnUEM80IWWMLQz5pINgI7F9+1peN3uGCQwPHZ//dWB2yGCW9sV4AQgiiKV5s6eSg+h5yngERy0kFXlyOcvwADyQn4fvBGB3a6t4NKAgvH1dEb1TjKqzS1WEUeuN26RpQOnGsDthlRhsuk6Vk+WtJcPU4drW0xd5EAAANPAZ5hdEn/FXBYh+kzAghm6QJwhvnXspj9UosqZ9y4yf5126DoVFfjrNlRnsg6vH1I8pwFgPnIiw7EKnrB8qnCm78G0ud3QNESBPOtBjxL10MrPXX7X68q3S16l9jLdTijSMmQft08tu7n4ctPoAxbxr7GibPFceGMPEiP9xLGS3r3pfg1Wr0XbhZIn86Ndmc/+Y2dgz5at2LBUcdf2EAsyT5IZXm5i6z0itCYCreHI1p0GyywC24r+aMOgCkbZeJtEy384F6X4Ss8QioICDeeBkhgnPh+0BAKxIs9QGa/CXY/9KjRMRgRKjxZbCoEY3L/1GgQekbUJ9Dhnyvw3ESpHPciH9jetyDU42CBfzaHC4T+HJi4iWrQUKQSl4FrABa8FRCRxjnIby3o3vocKmKcXNRSVeXtxKeEidYh+IrDTqoz8YkIOa4R80BwXmmrgabguhB4xXId4jvsuhXd1Okt7OBOQqUEEmYkocypk+ZuiXZRSKWa3wax2Ve2FXY04TZy9Y76K3lIbo/gv2zqYcI3koMUmx1ZCSzqPJXsqSLRTJETY2+vpmty4MheAnFgtuXQ5yzDkbXlGHERcYE0xxjD9UoDwRhK+uAXpIqN8QHcYMexxVTdHGlMqZ5NFDnU9IcDzBbH7mecJ1LZXGToTZwQP/2oAFh9qnIEAH4z5N9vt9g8MOC+7STJ4mAgPu/2MhPMmq0hfbTxcusFjoe5Q5GnTbnYTm5cUR1OYAJ8DkMwxAEQ+zcLaoLwS5KPyXww0sw/tSvePWIyrxhg4SgQj9/Q0nSORaaoN/wvpPoNpr9IwtcPa7vM4ZP4LFQd8Wcubta9V8uGO5U7XLXzIH9PQMuKrwYAC452sMUyzOdS16C03tK65rBo0ccpppGjpUupLUj2QuW0RbY4LG2pLiZJErsRB4A1BOK+k3UZgkyOwuHCm8Yjh3NwO8+fxHLX3IjmPy0GIgSWUJVwxXob6SxKyutv2MaAzeVLWBS/ymgjIWz9g8SXliqXkkIPU/4h7A0EPx6YQl0AkOIM2dRWCp4TuFWtHTZ2Ea0aCWm+llGaKx98QlmdzI40lBawn0fgKbuDxKjXk0aQ8ad71gBRETOP4vx4oYSTzvaaTKpPGB77Cw4GfAAAA3EBnmNqSf8AAaKtn59ECS+g4L/Uvaudtrt6FRm8GvjStlf7JIsnnhdDD7FgIGTq7pTgwsJj9QWxGGP5bFGkaPTfdn/UMob/rb2AMgjdp6Fw65JD76mZRr/hy/d06ahv8+xsg8H2OjI4y/D9S/ZmIPTyGD9nLvdFW8v5eKodf0GIZEesse4AdrnQy44uVaRFu2zlBMrz16ODoTeBoKx/k2EyuiwxyGMM0xtyVy03lA9wnzoHdX58WkJ0U0rIQHn1iRJfOTCKTuEiPDo/F0VjwUu7lQk63QnOt/Q43vvXkwZWLPIUkgqlRTJkGbC27pXK+zdqPpYTFhHwep+Ekts6hM4zs1q6EgTOuIp9q/RNlx1C3HXrobefMJWGgxgMJb/bJsHnvQJv/ZNTnFxPHwLu7kCrYm+BwiIhtKZ3P9sM9agYMsKZQ9uWj6no/CoA9fDDPiAGGBuieXPuSBF+s3HGlVpzonsuJ98vrO94CuIv8nfamuiGaBXXylPqtQLPLaFV4bMyyP6lmsAwXXa/G/UnIvAe8mlEqumSp6/oRFAjjPjNlfsisUn29v6pm9pzKAn7HaZNREfl37FWUwMIeqpARknyRzLn9S9gMlndfaKJ51z+7TJB/4zEhSnw6fAFNtjq0WAQLMZOrjGNnzeDJpQNeRWKSQdG1roUVrMUQUWQyEbJFegmW4oV/39chDBQVVpCHS3FBkWiqjgVSQ2xcyYfMAVzIEtCgmDyDTHLWkiF7uQE8tdY4ULLV8/bslZevs5AD4SrSiqOzjqxkWnriFejTIpMtRi0KzJqrFyVrhPNyRBY6+6W68NlOrvwdDsfPyWJaJehYPODjuBEiOzUu7wHS87HkRgM30+QKOYRKYrJgPO4f1q90ULp3KgNYAQYAP4tTJ7nAmzrSLvJZkqbF0rvV7myWvAQkM6ZB9rpACfs1Z1iEBb42WVeSid8KT6l8Zri6I0nq3/8+qPqJrbeTIqQmT2Q5PCfiLdSf2TPxZ3RpA46+2e1uyNAS0JHZy7EeOlfrhZWjS+qFL4ddB8PurrtyJxPqK6Wc0SARVBmopnouHggHTWq/8nVgYl08BLIxpgGsXfZpXJBIrVX2JHqbX9Mn1TIdNrLCdVg7tyE+Eut8HkwfJRkrebcXvQEO3qtGha++uc+aoijn0dNA9bruZj/m+QIWQAABNlBmmdJqEFomUwP/+RAAAGnL1JPmdsm+2EhN3SahEU8eXTgSAYvbyp5mBc/xRQiOSLgZeROAMFnXf87H8Ge1S2c/hJCV9jTjSEHwkwvGsTsvxyfyIfzdomr0hv9a57PkFjXTDK1o6kClkLUujQ3zEEFuFJKPg4uLe52ibCFZm8Ni1up4yCy4DwhcLOKEpxyoHTDULdNW4/5cVQS1o2V8OfxuLIAGCPTVBSYICW1C0KU5cnwW9j5hRlQ0kGvnesjHJoV5wYlwabqFPu5nfypgJahLuimgIMhpEZB+3EXWhhBUW5J+IzoBSq+Py/kY2B4ubQkkKdmJNE8u19xt96WAVSDpRV6OU5r9G/HjO630cR4BWe5MMPPEvW0HLLHSMQ/TmUOeyFu/CFwQaW3Dwn+BqQwW8rQZG2X619mq04Wv+RJqYyDIUme0QDqVrBWqkR3yB1dzNr6bKxzehHH6+i3++x2LrUk+aGEaONvGBhL+wpXNYdH7OvuVNhViLjvgPDPmj9jEsUmZ8ZtznPrHgPfpqDdqzEX4Fpr5IES3xo/ESaOqgiyxfzvqQ2UBl9FZQrfTZ7LEsfm17KWMvNOxSEs76PyUfjI7v2IhuCulINtPLSfXpYUaiV5Ml+MiNBPQGGRrXJBr2VMD0P1pylX2hiMZf8EFXj/+0+9ZVKt/WLADEZIwnQS//hQvML6B+4VMiS6+ZCrgxDMmZZU9SEdMbSEPDgCpqf0yiB1KnULFEoyrvsPpqtf/9/GSA9ViRod8/C7ak1V5MoEztnlH/GNKwahnHcL3tlHW8UdE97A3/59rYazdZ7XK4YSl08YCnscWJlrPKTyHR/AxD3Nj7Fe0PomsM/Mdc/7xc4hP/BQnw2YKeK2zxUS6pZ+CbKUIEfNh0yRYFEuNJvzGTzf0Lwc67v8P3/kkfscdIfzQjhaeqISt/P42tGo93JNY87Wx/UWlz73IgMUq1E2bZxHSfshQMhuaCOfhwAeNd1WAUU3lT4Je08WpO6AOWn/gFjpDHQ71QVfQwCpV3pEvL4+PXhqfQrcuf6IrRbq43u6J+/Ultd5mtBxe3qfe5BIo3TYFrQPwl4qwV+V4Huf+F5SFwxVYr3X2AuCbYGQAShhC7BH4r6gkZrLkDGYe+MassvT7IURZg7QdWN6+EOpKKowHnP1Ra4J/S69Uj04njQKy0inHf89iBB8rbXG9KUeuCdsydvbFnoKJvHtXO3kcHsq/Pc/PGgpw2my6ue5cua8+oB/cDSWwuZXuRB6yVoc4cAgzBHWFawvDOgRzaCjaFOqxxAeNbfrBLk8R0BnYB+aU2nwLU0sJA2B8bAcUUW1sVKgKhlXmgkwN0sx4WKpRj6S+A2JQnHKET8GaRk7Az1wCG2Ff3vgVplpwnjgqkyG0i1vwtrWSQK3tAOlCvwdWb/L7EqpvgjLMhVn2fcUujN7VmwDngKJJBG8xha5WQh1+arC9kFEFTqA3qjQCqW4TE/ndjA+uuPKNsB29HX6cJx/rzEVcAj5YK2FDcwPfReNp/eDkd/r157SQGI2M+bijgpkXkE5BN0fx3oSjBYVjZIvbyGtlDDap+RBv1I4F9w/tYpGTXjCRWjz99kyC/MNKvB67IzV6INPYVrS4P0M+RK524b748eov3ezoItsdpeUGap8jQAAA2pBnoVFES1/AARZUWtioZ3bMq0uCHFoH/awAjuEquYAh7+dc3cxWiEkGVhJ/+7kpsCnNL3F1zJ475LNtqGX2czCeleKOdpmfhvywQV9aDpKGToLev4Xziub1AugOwL9qP0NM9Av4bX4UORsAb2QlCSgsPrXycRBUc6ha5Gtq+Bj2plDrzvB7lzwrxC+tkuTR8jiKcm8jWClcOc8mim0L1i00l4DI9vlOpGPEr/mpQLcEtz1s+Kbd90rKmxvqvFqMSR2aNin5SVwR21us3lNZ+Hjwp/zkvpEaQeFva5+mcOKmSWHQVqFLGe92JOEhFUqICwR9ZLEoR4yCtBt1fEy0z0erRPVELottJcAcSkhR2CKKePqJ0W38ep2EbK6TkvMVfk96gWygtMQTY39ikhIgIociCGOVQIDTMTl6GICAu6gsjsRTgqwyLoaYMN+LP6NUZAee5v3Z08sFstuDU12nY4cmrLngpQFdjqoH15es3rOWrisn7jXPmLNJltR/oZn++gJPxy7rDtZur6Y8ppu3DtKI2cu+4V8u6ZXehcUnlDTaiDwBOq6oJmTkXVXfqLT5sKOCPKy3EuRpJTwjYUyrZ+TUpNyg1MdkDRFhzoon1h4ioF34HbGLQ0eKvn0PYVxSmFTLZ0bD4OztNaFeYbgzWA3tWIwlUllqAjDJlUOpbMk5FpgeC9PrLpuJGAfJNunD3caMR/dFDhoSWX3Y0lQ8dPXV7S2B9YJYdfH2vRgv6zFsM+ZRsPwT+1WvtKZz4S9NXrPUq5OorwY1cy5XqnP0wwcYPtAinRfWURXO9RMOBSAsPxm+4cxNpQfv7UNK1KCa+F5SoTtoh5ZgKlj/sQJenHIBzBVldZ9n7qh8wmgA4OlXSlY0wPOQ4cb+a3xLtzNo/CBw+OXlamXl0FAqjYSx1wnCZ3D1hmStPWtT3bmiQTU05mbsqNP/f9X81tLyksIKHcZ+ZJDeAGS0H/Md0vHZbKXk+BH1CX/8/DHylOsNgm1U2GAqAQwGlDbsvhHiAOVbPgB8EiP94+L/+1f6+FbnSeKTfN7YneN7fXF+ZkS7X0XbVUIE2j9nZbkeabJKKQwm+BPgWEOIcXfZDc1Soqqeea2Nx8pFyvdRXbuslo8AJEqDYoSYaY6xnutqR8CHAGppjDbHofRG1RKydLRAAAC8wGepmpJ/wABoq2imVbt+5xv6K8IP9SNsMkrZMx9NZciBXII2VOENECGGJxj7SrHdUOEtYsh0l2+VC1ydxukObuOFHxtDkGNCE6WYQcEVdAfi/h6h0/S8okFMrVLn8FBxNYSfL5pAvL4a2RkCyJziCRBYskuMuUOkr7f2KepdAb5ezKsC9CsSTSe2/APww90Gn+V7Ztqc+/Rtdc1h99f+GucgmS7kxfi3makujVLTNl1oGnKjN1q/WmtOvh+1TD+xtSonebPK9hU0ifPK4CE4QURSSoMeEml19j2A9i/OW+AMFWUmc/Z1l4JTNb0V5nRdFjGtOXRsAMjbDyMK07pU+fzOktLTkG23s/44S0FVBNnDgLqUwbAEukH4+7gjnnEn/wHM7a0HNGR6K6UYr/kc3JdL5ESIMjcteYJRmN31J1q8qUWrMIZrHYFgO41XeImSKTbGqtEeBS+3q7OtRquQjysG30wQ0ZBV/M1b3dMdbrw8wO7o7UbKVqUmt1rowwfb77YZ9AAZGLzT3TfpNlCnQsEoPrdfyB5ua6P5qBJrbNFUZv+W71oxWfx2ryCAan3fzZ/5m++/3H9YadzeG54D6WXZ5SwoM/7LGXdfIBLiBW50eSl2UZltMixKinExEOBFIudQyKda0rnf08tFt059XmKIp8UHiCOwPuLiSKLQnd0a1xF1MKLaRBKky4dpuC/r3vL305ksW6PDwo6+WOvjxYtmkZygIGOy7to7kFO/ABixPh2LgjJzgrpT6mvGfwOo8xMgYGjCIPjNoPyjkmZepgUtwK6x9WYqpfZ05OauhCj0tcqZ38OCcyWHZBobCzh1oue3rZ7DfM3k/jGqtJrNN614clwf0lEdMSI1BTTfypvyXJiWUQbf1HgxcAHcI2e13AGvKwtpAA9YFyhlSe3m5ZRbBKDL74NOf4fYepkEBm11ySdA+CPC1ksxvskFleLZaa9otUtunXJKwXFreesCdK3ptafYmHRy5npFilyX2amVNbBAAAEtkGaqUmoQWyZTBRP/+RAAAGkWIodpCgq99ada+1DqmK4l8LvCrUXJ5z0wFWSWVyODd9wyrs2A2ljbuhFBFF3z/8aItUoKPVcCuewIpbkkfJVB3YQ9AvOSC2JASVoG2GRPY/b0yjaD7m3B/j9ywuldQDLg6tnhJfxaIMWa4qXPQFlZ9qhZN8OvsFcnr4qjFGUweOWFZhb8O9Ma3wQIYOzmkT5WyDzgcss5S31SUa9dW2v6AdnkoLf/4Dpae7WOTh84/nFF0JgO+Qb+Hzz3kKDxJSGvNkfX8N2zFtH/tYbJ7c6jrF9TqR+Al6YOhj1XmCXDwgh+iyfau0X4GS/avqDFCd2L6G1ezrrW/tSZB0g3zZ93Y9pE3AnzVmlj/sjvhvWyZVRoabfdxBmSCVhctTTQfSvt9s4h4Rdyf33TuEI9ecAn11DTzj21rw+16ij/0j67YWpNeeFydh9OWeSmknJmYpdy23BVx5RD4aicjwy/CfcR2Y6g5sGy4+v1uCJnmcirgcPFwJDUebIn1sgvXAwdwLzF2FxI0c+KUC5Npso62jgYwxOl5TthJSN6b4M+SAmW0Db/Qwng/KqZzuejfFqEFqEcKmTP3NMF8uefQ+mXoB1sEICZInuLFF8NU6ph7wOAIWZnZ1lnJ5ukNwfl/Ok+Brk4JUpX2SoRnK+LqsTOnhLmllkqSNuB6UURSgMcfUgeQDXI4+8VkxbXJfXIe2oXBbsbdZpwUfAAE508JxiCmQRlBxwYlgj1MxHQOLADk2XcJrnCpAeK/F0qpCAOXAJv0UVN9zjQCTR91NelRBS0bZZUmCO0/HME/09yS9vBTi7hvfLCYgsyIYvbGzZ8hhj7EdMKgRAjkphdlSWN5LgOuvkR88PHEkCNFEi+AMMfW7EB9DAwQnjeDXXYJjBJCTy8YYJ9cp13kJCoKcJ5At7oTD5kaegEDShHY3sHG8t6dqGfoKCb9dQFkvCMUWAB3SGdkB046qhJSUEdbFXyYW++WHWYvsMwcXeCrSff42NV3l9sXtAlEouSHUnKANNS9sL6PEsWadMbkvB9vxSkS4gJv5hBgpUeBd/j8YxavilEolgh7+KTh2YDnWLZWrx47tXDaOrP48LGERhKirPrjFQpjjj1T0o9iXZRmxAx1rAaBwr5k/mARUgoji3dbLtiDbivQQTad2auvGI7Xf/vldZwSexZ6t5aOshmZXc9Z333v+rcmRqu/M9aBefM25fL6t47rQx7rrLr9aTJKTBnde491syxO/X/ifBFBGm6H1xkgfha+CRkMjLOwm1QT0Z7y0JNFVgNLTcL8N6HUedV4iZ4faSGJ758MCcVPcqk4Lwnz8aTKLt1KBzW5cNvx6RIW/nB3vpeRaupZbVR9Nlodz/LcCLqk6kOW6M5rINMsU443Zr5pAcUAYfktpJ3nqKHqb9RmAhpQUj5qVOjuEJOY7DWJLtIZH+P5IsL0+RZufi3am1b+Kb+Po6a2Jgv5Q26KhiZCq0mnI2lE3Ie4gFPVOHO6iXt7cCE5EiFRebQBsCluSPcWKPqUWEb1nCMV0E69jZBEutSfO9fJzJ6sW/Vh9jJJ2koz/rp4T0Ggx2sCojaxAOo97e9TZWwAAAAscBnshqSf8ABROvfdIn7NSYu1X337TnE5OredHbJABBQ2omFl+aIlz4JIApgP2Wc2A24pAmqKpZ19Wk2JJrzGJVwSNAZ0HYDoGwhlbVqr+RTQNjfxH3tuP3jQ4inksMZJE9WWkcHR2WCKKTmzenN+7EJtCGXcL5gGOiiuRVsk/7CmIFyU52XUnMriqje1buqTXKqSsQIghFbZhxdOLHjCLzjVTL9+5T9V/xnQkk5+8PCiNDj61N7pt9T2cB2xQpmlpuaGRWAiRz342gaJkFQ0K6bktcvqlQRFqEMV8L3ADhVGrQS6A0htsdjv+eas109I7wUBQiAMkLDyqhmTpdjLItWRNA7rnJ3Y9MGOT2kwGX3g8ufiq7uuHDEXCapIxy1xXDqq7MMdy3uiNW1EeSClRcbDz4wgVhK5tlK5G8rJd8pdP5YbTFfKjvpo45y3bb0vWzPM/Qufw9UntLwf3jBsImmcJSu641ewVFCxJHxA/5HfymVuo5wOvkU9XhiZJW9TgUF4atdZ2erEJ9whxTxY4dMt5sN8Cav5w+Mu499y2OZXSALBharf+46suryJws8zS8qswFTi849fqIHDKR6j9eHetL0w9UsBuoHMtRKfNwTatammFz9mAV8FiHb/uERkMsEVtZkA51QPq3r62hCUjkQdB77IPNXZyBqgSXPJbALLGzo5jnYgmf7ZQrXV0zdwxe1DqTlv3O+3tHg5MH6MA9/OlybIoLFNAYJEUnHiashlVExrfPGrOiaPBumDRnqo06W1E6bQCBDLaTVt95Nl2O/VavJc0UBe1Flpb7VsFCi/722+N7Y3OuIm2L/rgT00vNULA2Yc1Ow8ByePDzTGxyRaqzqRbh1nnwL87DjnFQeypnNxUXxhRKkMYtp6aBrl0zC6Uj3OpndCvWsN9BuvTl3ZJLCkHR9w/5GrvNScVT4yRkzLJKYMAAAAWSQZrNSeEKUmUwP+RAAAGxxfwEY2lR0Ku2301FkEJW5JUzLl8/51iX6dm6NUqvVJS/DFuPgaHu5ze0fHGyuGxvF6mk7eTZNn2jtqyjsCI41Ri06HbEEDj1zY8uql7H7IKJI4M6ETL0YtocyD97b0vugQbGrp2tDgFchocvr7Xq9nVjtNZgOBgntptdvng7msTo+f+WgJxMXxuTxq5wbdRlfViD2t3fQ7HF55gWD+QVcLjC8VCWyQHX7w3VWhMFm4DQbfM4L0zSwzYvXvs3qN4wKwgtL+1U/FcZ+IqkP803HiGxFUK5+nFuTFXq7DMTqBWCih/GcWXcAW+Zq7OM0M2lWyXoMsoG3+gGLKQUUEeokWqvBH1b7ti4fKp43M6sjNCLeVipB7U0dO7nYPpa+zVef1gxVfyNWK/Vj+m341+D7TXGapoddT0+7KgTcmrWZnNe76fvFI/h43xhFZaEV5211Y6tkg49pfkR7MS2Moyv2CDoMsXgqw7+jY0UjeVXxwvKI+njDomCpIvyfhBbBn2OmECeElbcrjnYWur+fTZIprMDE5QO3qn44rUP2K5sLSW2PJVrQyCQHNu8sQskZEgE2TopAjqHBrdV5Kbmv/oj9//rlrIv+y6Cdh1n/H/fdfN9dBrX3uc4bJ9XeicjKRpV9bLQTLeycQIY6WmGwDYMo8w0sbUY91X7AJdNqOo8hYWVv7BPCe3FAP0CGbfpWgQ8qlbQMvIpD/WCzQ0311uGrLo/zd0Id+qZxni94n4YNrV9S025/bCSBJwnA11JUZqtMeu9Bm7WfaiYr9DfMgYE2MZJ6xDIg49moo7o0tWEddf8mNpHtEOospbVL7zu5U64be3CYaeOepfWsQEZ7sK/BLFz08PLx4hgeyrn7ioj2/+IYYJKjUKvInaVWT3r0CMYYHLs9jhUhD2ZHzn/0b+XoRoREDxHBbTlbCpbIsSAWT22npy6mXG7RjGM5FqvGx4CyLnag3zS87cAmRMVTgivQlVn+qio59UOtsdxeknE3OuwO3AWjs6z5C1MlP5joPEFCGXNPBlGVJqxPrwAGhGIMQvBOXJvXk6KSV6KdSzBfWqHeL5tJWCZPykjuWM0QDW7nIYaaPkooknPwFBXep17o625q//guIUTyhpv8HE7NsLsRI/+DknxIotSCjsTFfQ881ngPJEi/Bc5OxnvVf+NfDL/pkGs2/UXJrPxL4t03dzC6bR0TSdzPhQ3+InQ7yd9hgDLyGk3VHJ9INl/SwYqE0ROIZt+E7AB3+M7vlK3hZb2DQeLie0gIuDHNzsjI86htmtoAPUNH3zbMeqVzdvPumfyzcLQ5/Ox8onYaIImnMVOvXqoucgyjOrbmW7q4RFqYMPittIv5wnLdh6eF9KpBpYg1K6cKSBbjIEz0ualHdCkchxk+oPYUGWFC1ojJuFyPaTlO8eHRbOTzo3/+zkzknDgHDbTHZC4VystDzOAao0m61/vPBGqJTrWA0SGMTvEqW3WEInsh/pkNUqAZTcX3ac/GxbaDTaXpCG8zykqgpIELM9it3/lOf62tkZIg+NaNPbkGLffdTQ8CrxXiz/J4veGp+NiEeabdYhJItzLmIehXX9NcfwbO2A6YrHfcN7+C+uzkGS6wWXDO3h4+gVijF5+wN6vrb7NE4hww8B6epaTNffENNq6/gN5QCEm4AjwB9ZcfEmALbIdCd7wu+bj02G+60WuV2HeagQfxRFwl76f0h819hNov80BnIYd+irdcyPsxQhdJ2tOoNlYZm29VO5UwJ1iGVNtibNB5EIuM+HYTwHWotUdvsUqKVjX0y7S99FCAtKCLIj5TU5sZxMrMoaCVbGZFw8zBX8t/RJktK+w5qAuIswrg/XHpcbTGU0XhX23HhdqPaioa8hb2Mxu3Tcz4QAAA8pBnutFNE1/AARZwXEWU+6bcg7zjzaU7MexwdLZ9mEv84GrCBI8SZK1VwWQ34W1gPtaVim+5IE/HQ/OU4oJ5BLX+XFNFlbh2I7YcSQkLZlcGg70o65heq1+tP2kT5JptijuVdhn2M2KdcmWVKUfMfN0CpgJeyhoQv1VphXY8sFQi1y/qyobnyhs6HFKaqN/lvGY9u190fZHb4oMnNnYpVuk/JWp6z2kt1lYmvbTHjOMfctyj8KKyKBDr8T9cFljHW9/2AjHyPVTsYiM9ukZ8cuCvo7H2USQaUXud2KkYVxzf3rRHt1OYlGbKHxuxFi+s+4flptVF9vpNTdkLrsceUQc77tApIjKni7g8IZKNLhEkr2xM722X7kWl5PmoPvQt0sOMU6dMiYjYdVK3+XP6Bmyev82xdj6i86WG/PqMLz9deLWCTcCw1/2sVA36I6Ox1eY3BTPjpNvr2D4s/fKtRmjUYeMd8LiQadIjAnCom1Uhj1wyYC23d+hAAF40YuwOVv98/WBZzmEfFkKvV1dk9rditx0YGTNOWjPmpxr3/IjqNEU++LO8Jy2/vQCgZIZdPdTuLY31Q25K4JaEOA+bnvqx/2Dy1evZe/OaNAm0GyRCC7yQnOLRCQK/obonBrgP4wyfrWAt7Za6pCvuv+QqsnVY1KQu5F8nDp7fGd6uT3wsZEluxXGPzqFKWvBdxsBTRDNlQRJQ6yiid+EA4wm7qGH+zw2Omv3jrU2P9TyU7r0BxqxHlTeU+YW1OzbvMh/zMFtso/I0zcpVoXNdV2kWPDknj7j5MGT5KfKvP7XUf5PFRxRWyM0uEniwXTp5T/DBbeda76Z/K5IKiImNcDeCIs8B/6odD+JzUS1ecnhO3I8fMR4hbS+dG9AOGvCde0gNQ/VKAm3K2VuDQAtND/D1oM1i8dZ4p8HxsZgwXSOY322Z87K599SQqwGy+G5Xgc0Oox9jhbBigp6wAkB/c69MfScC9Ue8S6xjrISupfPtexBmK5Tt5mfoQ7Q4C/A/bPRj/ttQHMzbq/g7ozoWBtN/cJ4CoS9uhOfGnGe5bI47Enym16ZdlXJce8qbd7UPkjsjM9kbedItxYEnZ+JXvEmi+wlbvfyeoQ8oQQ15P4P9WulzbdLhZaIHcW8tq9GT8auQSBXbTTmzHbm0HALMNA+eMEzckV1x0QuWLbjs613bxUuFiPB4UwYYlCAomUW1+krSLzjvjYHYGwr/fwRQa1MEy5NCBuG/j3NBI3gzkgnhc9dKD0g1ggKs1CunXBnY+Lz+2yokRTEHPlrmaPQAAAC+wGfCnRJ/wABoMM+XTel9HMInQz3iOjR69ak0LJrZa5faCC73+ail4rbSdeEbcoAn57Ds9fQCaYpWxvugmnhCkzZVNymI39/O+qHXbADeiUuobDfG+UTMlQv7yuV9P0r2yGJ3HKHxUD1SH2DDU7utEsM4xmUoLlC0leLPoNXL8G08cCXJKj03SBX0+fZQit8ryNR5h7A9lFHk6UDDWFf/OBDYjbIaoBANyT6aEgp3oPAIzTet+xwsLMj9A/9j+8kqTQj49eBSjonAgbI7cWW1nlB4I9c/F0PRgPdc1ovRtC8UPFTSK3i+RYxAyyUNRPq2hXHfiQXMXnU4qgBsGADlpZdMEKBtDTVSjuKQxFPcSlScv/Ej+fxcpMwV5plxrRNbeEZA85Orb01U3YdBjb5y4W1f0UGR4vr8wEsNNDS7V7KPxDHkbzkHryfWjIRnvgBgT6grRHUof11Mku+WJiYbuigXd1fPKGUMNMBweWhEyg6LP7uYRyq4MMtwAqlwJkHSjmNGDY9yjvrMpWjMJCI9KkyDaom1YUUACyEklKAXxJUPZkrFH6xylpotKPYjlRQESBLfXGMm2P9DqWDNViEu/XPyHxipy1UlGVfcpAwfhyArQc+5wbNudq022BUUa0w35VhtuUhqNQ9d/Gg1BGxSD1Xd+8TssO/ZyNa+wFA6jqfEvVm1EHxxhNBu2cMRdA0KHeEfHdYrPRKYPQ2FDld4T+fPzIl8sY/pZrsYBz9c0A1tc33u33cNY9MAUnvNOGWSS+KzeM++g0gyGRST6KB+GN3FQkrs+/+8R46pVLAzOiOM9KWuSAMmGNcwmPmbvR2yEl/gLbmuJxQgouJfdETD82FM8/OodfLKMldRCjaGApQAjpsRZR2ontNYjZv2sIDGvTax2sZnBzgO2QvI3etENLFUMhrOuoaiO4Pr28cxUyDy7SyKDP3w093k/zy7y784r/XyaGckwdZViiarxRg6zBsZLgdrdHF1Zt6uvoCVlIlOxRQEQMUtiXtqZ8AAAMYAZ8Makn/AAGirasBDgeiZf4ku7OJkvU7Dn5M/tGMH8HEcRNkWAtKQ0VPwRUeqJD21ccULzIZduPIxPvzK/2Vn0VTVBeg0CZS0K3GXsw5dVZjqKNAT469OWovxDOqGcSdhAQDEZdBFKhG+Tr7dQ7/GmUjKwI1H2AJMbWHgZOkvvQsjI0+BLlKAiToAjcKgEAzATs7t9JT6pPw6A7fPVT1s0JAz6WhsbUi2ot1I2yb1ta6IxUzOFFWjrK/Kipx0TdhboMqHXdjfqAw87EW6X86Vcr13yzAYrdh6D9M+hImNJIFIONrBZnG7lgLzYUWoY0NdwVarrHww+jbbhQXKk8dJblX+W34+A0fL2PaSyKSRohwLnDNUWXtTHD6w5ffnRx0tcHycmoPuQVI7s99xGT1H03AppZnKjBklYRxCQFgYTZwadxMVHr9w/vtBeDZGOWPXsf28rvZk0ihBpvcgftxN87/LNpnhaA4HnzzfAkkWOn+33RxcAvPikhcflFTkkP0jKWuaCgyvDN0/+8L5w5qIb79/7NcOaNxX8CH5uQgKaknrG1nbs6bX1IHw2VIyVpRmNyuJOTXwD/tSZW58ZhMmOig6nn9gpBC6wCbycXN3yjBo59rGzPSngWv1NYSZjLfydP64fpuX/vnFnwqpdJ22+N1dgyKHEI7XYYK26SRABMWwYlV/K2DlFrWUEwOuWM956ykLftJ4HcZHONCqMyJPzXB2T4NcoTsltwzfQvp/CuTjGeBborlQVpQAci8kDWtgoiXp4KOgoqjSlbBsL5S2zPMxG//6Gsy/AJKmVkPJKp3B7/+/oWKSd5H/qCR38qZ+rw9ZMwuTNOhI+cjwrdfvIJp6ELmQ1yUJmBTD1raYSk0ZnZyk4xYezTnH8CAfV1b8BWx+AjOm3KF+8DH7wLfljNiXaQGXBEGby4e8LxoQCOrlBZ7b/XYpdOfqhrc2x3zRaW3GeAqJH3NZC6xNxw/a+VGIHQsY7VVMmm48Nt4Yw8Npbjwe0eOBnDCB7m8sy+iS7DTcwPhM0mWYVRLX8kBX+EatxtFODFhAAAEQkGbD0moQWiZTBT/5EAAAaoMlA0Tbb6q7z3MQzIhRlx4dJsEWrmkMf9bptlg50Eyfq9v6ss4cvkURTT51HqeNoWQPkwuD+Lj1uhazTTfOjSS7z+1ZSaevgiIjd89MuaEOw9ZA3H2BdWV/1Ah51PVQbSJGBJez1oB9FkTw3kboqeTSJNxRKcSo2KKiP+3cdd8d0HDfyyE8X0UOtI9sBqBo2pDjI/GDkxwIQikJex1UTTgvXYWArMrDHvY2lvda3E1IYCWRWJg6YNp1uBqa2rBb1CFNs7nr/Eptkl83coMoMUdY6cCcc+QqOFLcy6xS5PyOvax5JnE6Y8fhMBv/N5VVws3oh2d9JH4JvJAF+IVIA68n8qV4vTfda6NV2eq8tmxI7kiwdiMN2D6ULIPeIS7c9E9swTwVG6eoi8tlpSETnqBKvRdFepiZ+SUiWzoWpqMpJ/JbfbKWOY8VTk14F8pXbNy94NfDw1CjeGUP1Q8WU4+w+EhvN44hspZX1s5SSaRaD3pjJNrL/Mazj2Jn3Si8XjFlwyYp4elNpjp+P9MwnNAnAlHWfOGSLP0GpSr175zcuWW5au0VgfNm68atDa4cK2dfMTAPHafMCUx3c7FCwczShvVGjX/57FR8mixd93AF7GjiCXnBcJs7EJdIW4D9JBQI7bCrNBHBdoxgJ93c3xJdVxopdF2aX3JSIxhKk56Y4oqJcPy0tLeN6/FiR0AZRTnQjlh0Pj985O4VvOGQ6+PiLazcrI5o//dRaHiiR5Sl1TDG27/e9ptcBudm/AA3x4bCZwUA9+bK2TVW9XK5A9FrUM/WxJsNbo7FxUW4d5lT6IX0NBBQ9NidMvdAJ6OwXKsyg73CjE24mbmNwe4YEcqUnYFOdAsaMduOZoHnJw14GkSfuMB6KmtPMKn//3EPxKBlvFdx7bBy3ljAE9DUIYUXkBgGmBRhd+i1eLg6SV8KsbZIkf0ALoi7RNEGo8MoSHdmBTj8KPlDP18X7c6ZOzHbeYtpn/euHTK9JutU4rwxhzKsAoTWUXxSGUoNfqsybIKqUfF7s2hsgJ0lXpKXTzAY6fhb8JbxyFCT5SPjKVKjB2RoEvhQZs2cVUtiE9U31iE2zi5AoFR0E4pWvjZV0oUuq6CYSAmAfDNgaDy72y+12gj8MVmi6pfWFQGCejlwmi9fHZrdoAs2YUqNNpKC4CrlFkM35g8/vClct9iqTOH0HiekLcC87I0fCylJ07Fl21w9ZHMqcdfwCmsGsVXD0BjdFolvMUtJyXkg90hrbJMAIDPtnk0m1GDCBfTF4oKNjc3dxmPapgfqjaOS6tnnaZKPDOdEmN5VpKYSHMTz9UIYKTrhbVJfuzYUc/M+J66tnyBec7gY3A1/cF9r1TSX+GOFhBbBvKb9KKVa5dWnuKUn2FdBFqwljGJn4/sW/qdnUi1bZT9etAHAgKhFOnHg6/vZU0AAALfAZ8uakn/AAUTr33SKcht77sM/Hak0ucx36XA+JZhvJ7zXOlKt8627ZYTSrD3U0flLFHUC1bLkKmt6ms/++IqO+Vx6XFX275eSHUhOIRqiT941gvtMFVO2MW4zkKOxL1u5oiTdEH8AxU9h5ukK9QrGPjiuR9i5FJMSLUV4nnij3Kue/WDH/Qv+/sYG1jrbbSQWsIE+6CWXXoJ6kBzhsSFa94Y7unCdI+RdM6NTCtxNzktmkDRzYp5H6wDg9RmW+mtc+5/cfXvKXKyp7kTltP75IsdBsO1q7Zz0x2PqkeqVr3eS2E3yTQRxjJcfgy4AsBStRuC1IiQKz0q5B2TeOiJhHaO2N+I4CZixpm4LGS7spHFJFIojxDdZYeBqauiM33G2VnC++rrircr/iUUwb0nWoJgEFmXzqjukh+QaD4bdb+n10TJIe4DmY2s6FIRO4oap34l8r/pwm9e0RLxTPLzWNNCX1MoFSOC5nqn3GKri9Drm1qWNIrc+2J3XeUQbusQnhSbww9tOUAFdP2Sk3ENZVJK8ccI3sWp0iadhduj42BsO+KB4dcY1WPUIOL4Pv8PTcTKzo0CwLdkHQ+/+2KuoDG85piFYwW8TSgKb0Mzk8DuSjVAVm9uWbYLuigPLORM6bZ1FazVfc9hBXjb2IHcNJl5bLfPs48pFZToeQ4YUsjdpxb1THn5fMmp04Cvj+l9lqsVBrZi4wVVi6ya6IqEg1RHOecfphqYQpnFAQWM7P9LfliH6x5atSVgUGHalKv81GGKb9K7N1mGw+ccKfFkkaeUEspvQQJp4G+wtnaYiO7+/Q+fOa5NdwADqPClHuWJwndamCWS/Yiw/7FbF804KJG+epUiKkgS7ltN4lpS926WOzKvG4B1fqdvbkvMG5MOfusY2UZ7XzUqKOSpQE5yaUIOxjm0Zse4La5ppsf9BJvRNgMXpmSp/oKnk+LdVeUUfpcKlFuZsHZrFq2t3xxdAAAEekGbM0nhClJlMD/kQAADnI6zPsMDOguRtu9pMBcEr0jEHFlYQpAdS6XF9NEqtYy2gPTGJ2xAnRCXguh2lnyP6bhHIClaI9I1URB0M8pt2xvJkBGutPIrjhag1/1IYuILDHt5DnQ/cXqtX5WSiDH771hcqTBkbBWsFh/YGbwuQWEHj/SfCnXdgnsC9sx8VMLKqdPkjEcfn+azxXo92Lyf6qNWYd4PCIEvvkv7+3gGNIrkJ04V4gSijgq7PFKyQu0qho+JEPwwP77TGhgilyE5Edc6iE1onbSeVCBeut52e3faBgx8n2gUtq69L0yr7UhGk2vbmOTS6klhY5RTLNDkbiPy/9gYKbg0FusIgMMV0Eb4rVH/YH/WsrnSvL/O8QicSbRYG3T5yqX+xL5f4R1DEiGB+pvjU6EBIYlmyKly6RMDE+oJMW98m7VgJmhbeAHdjtdXSGSqwmxOBU6t+8Ckve0ZzglumZxXHSEepuTnGEx2AT7H1rjACf1VRW+pepB2u4/ZlvT09vzvuo2k8bv4+PtqdXPwPkvvrZzOcFya8gG+X2NbqXozlksVb4DFNIY4EanPWy9SOfNtUpwkU6IleAkpH21/EQNNg5SGo80fJ5ytngEkf6NMUECpOATt1lsy44SaIFNkP7XOElc7WRBq0zkF0ym4RhtsEw/ALirStmjXUjgIQg18VbSeUJ17G4ihKJmvPMHzjSvqBOZwew1zVKnxgscgSofD2cryNXWQt3xl+O/gsBjiQ6oOF3mmRsF/3QxkMNlFOF1p0uzgQXmLPZj027F+MdBsp5eYvclEzzprNg1+W/2uHAM89Ty4Fl91+MS7yJ0rfmZ2XDLaHtwAzmFCWUymQTMaID+q9Ogt8UkrkAdZ4WJaVsC7IGBRZeKJbE31cmCYEcKNADOBtLOulb7/iOFBxVHhbK76hn2gfFmhFTMwEdSXTVu6F1IJVMLqEbIvDvEnYVa1nl3PFfRHYA8FhddM7gZI/DHCa2GHHkNDC2nNWJl+fOORo/ZgEygxY4w2AdTKAc8Sp6qWAvnI3cMSBJWI6hAqOfLb/RXNDgSNv4Hd98SAr//ztnsgwnp9WAXmduZP3sPnE+TPw6aKOFIsSo+lTI7k+2IXduo6aL5lC2x2mY7ulkT2Do+Es5E1KHOQw5wUVS6z44OL5r/ULKSZHtmZsqhEvNYrE35XRnBRZhH1+u4wogLhGIXI8rPonMs7bydM5nAjtaNRpREHaQAFVJW8SbibLKrROYFFZfL1sAfRct78p+i9oL8ZUgNyNY0ObYyaCrs2RYUZ86uzo9Vltxdl+UAS6MLvq9jz7vnub+8VDlPyZsGYwVTdLMsPGzV+Gl6XMkPU1eUwMl0b9OtTl+Ho6Jf4RVUeD13vnJvpNkw7yYEkM8IFJV1ASTVeFdjHxfNYzfYM9f4mTnFdDjHW8j6OrRQXJmFlB8XAWK5p2WOZID8A8JABG7ToGe/XrJ4ipy0ip3Oswcr8MDcVf9k79oQoONPWtCtix3IJwA7Nwzuv/nmwRQ0+YAAAA5hBn1FFNE1/AARZwXEWYjyAldQd12bRhWn6qV6Liwx1WY6QS/3z1QcDSyFfdn4nf2dvDF2psXaMd22/VDBk+CWsIRBZXsW/yJwE0Ev3nDU5LoExM4qEZg+PeMzzFR1xdBMb+famJou8TR5PkzoKP+mwvI7z9xxAAS/perRskFJg/I2yYrlOT9hK3dR9ErQMLOk/z8ZqY4aGXCz1HDBzcvDzNwPJDTWn/OA4Sfs2vXow75pP8ax7y0u3254QcVS4N4adAGkExEzgUZHL47HR+A0xtmLhOyJtgZAD1z5nQOMTG1FmT/R+petMznxb7QfMe2q7rGvPFHgs/Zi+v5NtWxPSO3aq8safbw4f9+6aDdFHIKEjH2wpGkYd6+bpB7u11MQ2xVaGi1MYGgYUcDdxG2B/vy6Wag/AkQuz+Rb3ocizbjtccag4sy0VRslJOOeLgbCDpLPw+cBdAs5whGu5/trobMCUwpadnxOvpr0fempaliLAXQ+HG6fnn7zywTSdxI2rEmGhfWrNGtGdLaGc2wMDqYvHV9kL2JoVJJp2tmqvz/OdFPN/vJQJ/GNMZPYYWXeNIusdKdGWqZLUBlRhBcrevJ4VCYfaJcvg/QWqQl5rWtG5Q0Xxv/NbZGBShy+4SNsJFFU0zzYQZjKoTNeiPJAXSvSUTg0oUSpMoZTRUTENEGAg++wMCE1I4ZE8T9lNRLDdFiRVFrYSQ31WvcAc6yyiU+4GD8jIxC5V5JQoUboDzz1laEGSSpWoUm5Eu5JHRPH4NcZ9TmRJpBW4dP+2vVIYfqCaZvTxaDdEgT+IAUyyLc4R22kzFlWWSek8SZpHNDOA3u6C8axkav8wCetfYeODk2Mu9k0p1Hu8S6Lqu5LPmWCoCij3Zsyb/iqc04ApDwQe0/Qw4I/iPFEKtnouo6Kov2R27X8oA1XF7RoCHLRcsxAFKTkpxSKYS0g2Mfc+5PtHLJx19d7aP5L5N0I71JPONAiBkTXt/Vz7bAEZHjsTnvgeLa6PB8AGd3QlSZl1Jsxu9njjrujwYLoD6f9g8DEhoKIiH8YLSnBHHSB7zM/lDY+7Wgs1qiImRVd/JVTmz8we4QoNYcERSokaWXYzOCZ4ntDQbQwt+oERq/oTqD8k99JdegFr31T1RKdtLkmu2Gq49+B5GRTNRH9hgm8O3YG5Rhcj0jYDJaqUjm7bR36Qt2H0PPvOQhJapa0fXZpsSmtzIF52svuWwAAAAwkBn3B0Sf8AAZJNXR8N6yudJpvd9uFl0QU46VAxJcZ/XyI/we3w38QORT9eC2DkQeJVs87gj6Un9/zY0VrXSctMJXQMB9PMm1w02fPCG2739qr2yfrdaqRDol9PnyI4ou6lJDGvjOWP2/GhrT05/PR/OWCNTCdwuYlVIKOOuEkljSHQ4KhnYzlVGVxLgjVniFAbCTGVyMTYIk7fspgnUzLtnxgn29zxUpDLecuHTsr/OYmbCF3bnZPmjxa5PELSMYNxx54IW9hmtETc1nAYPx8pOZHBQPni5Q+c9RzYJjDe8VKKgeoBXcCxGH2T9svOIK1DM7l6deMSb/sJpUr2bH1FcCjfDLlFI3KgxuWZusCENhKEuEIoosKB0Zee9eSM2cCeftmCzIRwm0yuQWXhmDARkYOcAB0ZcY7Dn1dWql5FvK22db58xqd4NWMm2GEQgKX1ta/4iExLF8h3TUp8n96bbtZ2JtkauXTtnGfT1rTT/7NfDsEewSQpqId094qHkVOdDU7Bl6RiZdc8PHYzm00H4srGLV0BbhOZSgccWOjClhxP8+hL3mQMQaHINC7EFTv1d8iv4gz8u5lPMh5BOymQ+FLsFFGgN/GnzbjjgJxeo0WiTVmHPZGOHcI65pxJE9KFsh6iUmRsR6eEGBsuaFUEgZdIKUVFZ56tp8D5EqjTDSv99UvRaV8y4UBPIi1ft+1TZyOyef9RxFwroaoXr10Kd9Hl4ZxXNhNTervvoI49HJ0E94FQe5pXJ5FEVqwcmzklZSotqESwgbADx7nPOmuYbIxVMsuceo2BTtgAq3kFCkUwUX+OntlLll82U/0AE1zy29jw9nowr22jSxcjDmzDrvnPAvDKUux7AaLSLcK2DHdRcYGpetUN7v0sgEl2F2HE4W6YgCJxVK2mj7K1YbHv7EiHd4LZWHv5s8QNMUZrUIpLOCOs+X+M38SY1hIZEyimWDwRK46NnQ5KHxcVETO5Mz/GtmzZlG+cexJuEgFl0VFjxaIpe6z7pIxQGwYLWACiQM9llw0wGzEAAAKgAZ9yakn/AAGccCu6MUN6vv/xhuj2b/95xF7pYDriPjezfxLb8gC2+PPF/gbgb0lu/R3HwB/tV+ZEfJabYPv4aIJ9CEnOWcYk5GqbZtYluMm2YrNXRDMAxK6gD/uh5NXDFpJfEMfTd7of0QQ9wSWSTKdjMGN/KlgbVqrw3+8sbTJyGoXDIs43XxMU15jaHpSkntT2bm235xzn3q7BoKkEV5884a9smcEt60xd3IZCzqmI8/5QBrUe//AhNZ3VO1LChQSByL/0OxPaZsXXtJPA72qWXzX9s0FJi1j2vhJfdBkcn0yD6+UrhvpKbY3ddQdg1FgJTDXLqReccSSJHEx2WSFnNXMQVnEc4EqyciJNTYKivjkfxLdfTkdM4ypbOrgAgadXft3LTcQkFxGt0YLs5jDZFCfgmRoEE8xtQcPZMvPrjNGRaOG5GjMI5Ipanqx+4QLsQvmtW5TyCy2ekrPiU/s+pw4UbfqbXl0QbozZ6jBy5TJeCGfdh6yU5kAWKBlKmYm9BMNe93OikS+GslQCg9M/vR6fJCO9pmuiyNc8Z9bsZIv+Qa7EszoV6acji9jAkoH6/QOisOpcorrSG0f8IgEhXjfKVL710D8P+VVVb8v/XBoR0mhR0T7PwXHD+DPmKOt4bB0tznze9elH6ActbrpAhy0PIGKBmCYU8v8bqECiMJM3FNYnKDM2BocqCzD8uloQ5AmE2VMUHcGy8Vpe2a+ObZ/MmjpEJ11PA88TyWDWk84Hta1746m9f5AbAuta275eGUaQETh/vQd5y0ia7JZGm8iTHef90A1jdS3MMGDwoZ1DCwf3tpyeK9Mwga3N9gP1Pa16vzqh/Eb16xa+klFSnCXU5X/dfjw3J6X2IlxCrELNd0lZYdFUcGtlANGAAAAEeEGbd0moQWiZTA//5EAAA7KPEzR2PtZ1N/8NKFG3zsKhFJEWLcyrQwFfJ5XscmvjsKOK4cSMUi4IpkpMlAFN32LV9Q9vRrEDoQvlAv+YcmcEzbyC7plv7rS5MXCVpptx9UBORV12ZA1mLFqA742Z9BKBoJOmJ1FrKCWKL11T2nXxjqGzKFLUEEoSJjNz0VPjMCx8k1B2s03crILVA23RWQxuvsfpciluQXb2KLJofF1nsYZX0i5Ofh0L0j935iVNbAhkql6qI226LZb/TqbTIC+dklLsfJA1JS/dSMSHtCC6aAWFs/AgdTDSGJblvyuNT33rT9zEL8u3/AzFFqhfuP0jTf+728sU5xZY/+UOp4FiJyE16ibNFoTPPiWq8ANAt2ZwSp5EWWAITGHQEniXpydWbMyRouYCezL9s2od0VrysKqnet8X52KoOtih3U+MqyBakpXWJtbiNKVtZ0hkq7si6v2f2LVY5VW25mZOn9WDec3xpfr15klT+uNNSi7g6KdFiK3xj5tVw6zk1KeHbReJmHvJsRTx2pn0AuXyryXfY8yvhIDHv+d2XL0phuDOoAvNa/RR2we2l8f+4Lx9YUznQh2sszQJvVDY2LRZobcebWhyhYw3vEx7f1vlVhaElTnCUq1lrOtNjxpHwWR26vJtMf0YObGQYYkJXkqEa9nEemmss0z+4lOZCXEbhIW70uSf3NJCdb//ylVa/Wbjnxhp4/oEuSi1SMsyn7plyWEllpwJG+sWNW+ax4rhrgPynR8T/B0QkjVu0Qp9E4rr1ycna4vEWw/ydbJgW0Y23Vcn0mphu/tFos2vprzBvll/mWTtEUzLjUy11z24CcYuOkFNNq9NccwqrnMUqJZ+SoVVi3I2uU+6L3a9lP6BpO0YadTD1krthtFVFwukPf1977NWiEt1c2RSK6WRP6Uj/t9gCNPF4uZhviOsvjW0+BgcgOpdGT7xdp469MMtB6HXg/OrKNP0trpFscVoOy5PM7V/rzTjYMf/IUUc0+ZZg/wIg224R2Ja99RKDmqdazygRoC8KQGVE6IXBw3OyGOn6iEB4D4xqdwGD0uWM0UIiS2UfDiou2JpuCYjyXPRUInUIm7n+gdS887ONvV2+g6Npk2+exAsO4V0iK/CWJdzfa6OX/euegDv9rtsbgqT4zJlRQdEPT9lCq1q3uzlO+QjAkwKVK4ImgWqdzXIuXwdu0QkiwKgrYOsVl3JpQgi3stbZZuFuLKepLsu19Qx1QbymbuNy9wjXeDm+ULiWz5pNvJrwcqOoDo+CufuPN/EDHraoA/ZU9HPX6KXclujuqnvVg1AhMEgAMOAMkhyqDSpZk8sptNnshqYLrYQkMYtN2J831E53p+AMiFyGcsx9LAsk2hsdNe7PZxBCKSN5rw6hKsucIF+cRPNYsLqhkjkUFMCcz2AVHe5juunBTp9KWdoMrA2Exmmpf2+7+6/fQYcu1Spcm4amDedcoIaK40ParFBZfuqdL49d4dlj2+/vRAPwRLK9pDxuXrmROwAAANXQZ+VRREtfwAEWVFrYqXNvmiKV6EymcmNeF4fVoSvGVTonQL9NqoYfVRTj6Yy6RE/KhX8bRfRoF6sQf5GgKJhkR3IM/zM7F4QPVakWgDMrj2TfsHNu/hA4pzioaGt1fuCJ1h+2BwE6GFL7L3gtD9KZDYM0AHj8Imt7Sl+21nHLs26PKY9sB7aspUSMWg31ZgJWZuvN2VhpqGxSLim+VFE68o5AAcbqhIYCdkUZ0r3LWJtioSLyRT3LqJdEmu6CNe4+/rkKuH9tbK68IqlYF1SCe8hEI17zj0DU0fQ9jufg3C6VFb30d7GNjbx4Y7QeKGcLSbRthcD1T6l1CwV4fuuT+x6vt+77Fr8CDdAExKYWlwgwnSFuavDcfFxo3YnQOYJvGWtTWPiLJJTZcKgoGkHhb0GbvZLQbZpQRcRdp5e1pHxDQoL+MeLNhItzg9uDVdxsGoLVS2HsBGXsLzi8wT9oBZDkw93XZ6aSEfMj4/yzn8IGqP5d2AJ7mCATPt6vebOTIchp5mgOL6ltPqX86zCyx+BhA/NdOwxwiIUyL9f6CHp4SBU9LWvzyTqMoP1HZwpTlPDgOzsAXipen6BN8PZq9jxMLZCk6XvYc/nPGIb4cg8e47SGCpTpq2SWnFZCfar8jb205TjwFKp2uwmv8jzqDXtYRcvwlJJahKsyWTPAz0bIPPd6qXXCV/rW04B0OnVmAQZH7gkAIbOWFSQCOHCM66rhMxiGZiRTIMDtFZgNGSO45tDuda0Wx/Fmeksy64MOd97q8KNo1LRugNpxQXwVUmXmptSzLR9yP2Foybf9ng3t2iryniFPcUixctpwJgYz/DqqZACL0Dx+CQAaLXK2EQsACFHhZg0IOKzLq9MiAYkYiTwsaTlHIsSbt6/1koVtdpkxgl90Ud/FOugTWV7J4mDf7WN5TJu/OjYNzIgI5AyCJWnNLYER2j7st5hma9QL7FxhVrs/+DQkULNL4V60lhUZ/SPLKmylps2VY/nxy4rMIUiD63L5tMNUkZaZX/aSBhWD6dahFndjSqczb1q5mRD8RcjxmOH+C14ojip9PLEpCYXQY6coWpfJhRspxp5cg22qVPhYv7gjPOkYwUXVBm4sVZOV039Im5Ncksc17qoGc+3DcfjAAACgwGftHRJ/wABnT+4WAfhxNnzRmeif0vPNSlNbTpVOZMdtbTPHddjrqtQ1cY5EQt2cLtLP6ieKpH3Y1aJfvjmk7yZrv48lFozQZ9Nl07Kak76oc1IRaeBb+auVfFCFN0inEYJB9OgIDxSNIyRI7NeRiLcG6nlf/HA0Aha5DNXrCaD/X1W8xP7JWf1Er3IUapSOwuYKz2daNiCQXlOB0/lMvdM38EbB4psOH5USgxsez2/L8cv/UueoIzBWBb015COsgTBwFep9EFnNpULnI1TRdof7CEMDAVy5KUJVNTBnXDvM+lSDt2mLsNqT3SAmclhWYc7KI5AP0uUd0NMTIV+5FVp6qOdXFc7J83wU+pZFfi5zpdIogQ8hiMWUx1MfyNlOvLjrs6hJEByHLVqpnwOwRkNuJBF2x2ZzsgQxcawjtOkpZqH8WvU8IdR1vKLvD2RWwLswmpjYuCridXsOdPgIuWp/62rGMxzbgQJ/vpw3209PJuVw6GiioczU0/JeHN6mkkGa2crPCSvXriNHhJnAwHM6NlEgyFtbeK/KmD4G57CBBO8erXt0z1BnfUAMn3wQ3vXkOUvTGu+yCrw1+f0VOg2oVCiATNnHK9OUs+CyseB60BXkGRu2oYA50mTIdTB6ghM3J5zDUyS57WW6wFhGgCXysbipg7LTdIR0/ORO1VwJ4B+UZaasPONaijOgq0AewGiyJQ5gVygIXejdEeTvsC6QQ/QKsSCsIozrQl46FE4GbMMN7z85h+MuNGcwMytKE4gRffj62POa7clTv+3/D1+1wliqaawcm3naDxb9FviJ2tNcIM6oHSleWxLSrGnEIlWaBzC+S1NTIuraTE3zgosDPgAAAKQAZ+2akn/AAGnCPetnc0bCJ3NijecgzTqEcZErIzZ2hzaO1FvF5blIwuZYEKgaiykNHHHRNhAZhaxOYKGypXymD2i7spRVTBIG+DMpzW/h4vw7g8FND/lVrPQwW8EQdovDthsBqDJWIR/RcC1i78PDTKNJCDirko2Q7vG+3Ziu8G41id0rJTf+HKGlzQHRWKCC5A7oTph83lEmJ/XD1GWeKGOqfdweCHN9M3WrJOXqH1lKSjWKXZuyqbwoRc/qERSZUjamHfpt6Av6zVuy7D1G64C0AGacYM7qvbyaeN2oHfmvg+YTPFb2KfhqjxLJwHZk5dvSXJT1omry6JInTPI+COF4B18WOAuyoCJu2Gu7O7BGrWvMNwOQBJym9KmiIwW8whRYo+aqjkp0gATR2/sgixpgP25K4/NuJNgsIv0+VYrRrP9iPr99pyvX3emjq4D9GAfSBJIRAorlSNfQzx//dZ3WNM4P1s9k/bsMljHDUfCXdzd4roezA531/H8KEcjXW87Ij80XDFRspnqefo1f5pqePpVp1p7mzkefzZiqSPJPf6EObSjo4PIQEbyO/fifXeNOcwUOm1+kIpc6gA62uB/43ViC4hopQQQ7S8Vf0AxaUQolekPxcuyXWB9EeBoP8lnVjjtd5b0dPssTmjpvObu7B1fdC6DETddiyzcnIIgKKbT28UYAdEXPWDFU2mzdO1RPnC5wvGkZcA6nK5mLTfNd8EYEt1Skjz5pUcyMeoZ3Tg3YzrtVLDs7IKfAh3nkYjo/xuDXfruIX58+E8mYVFyiebopGpsaUIKPqy5+rJkMB+od+sl/EJufoSe1s46891orwXD4u//FibqcBLTqjB/NrNQqW9v96stnjtzFJEAAASeQZu7SahBbJlMD//kQAADtKpHhpHY+rtZUXV9dWDG0qjetkQzrTCnco47jSDmaxlivqLK/Yhv2EoTM1Xrrq6kWCwDaO7FUPWydBrhykDOjLzCKrWc1fzVUAcs0o58+q8nsug0LcGUTnGX9a1OGWhAVhwcq51LVD3Vwa31TsgI+miNyIDXNgY1OITALOcTJfhs+5vLwOPYSDrc2SJmhHTSv6hlImTXCI1YyGatrzYVP7INrABUbFjmowUiFojM6zGEXspnbwiBaduNNIMlbND8Dyhg7uWBqvKzY2tfZqiB11iJ9jHJV0bW/4Jq7SYzfSTEp4auSTvVcIIsjt81dgmWNbOyHWF1LGUbyg7wVrWlj1BgQwLrSp6xPZcVB53JbCH+CK5qVlOVODagPnlg15rOQdvm1YpATxSxNpmGxf4y4B0YMg58q7mRQ2oF/PM0467booWWKBSnddKr/5g5DbSapOCI7DHn9/uyKQmLFbF56GqIql9IDj9pcytJ7IGXhPvVt/a8MwzxF+mgw+0z/V6vbL9ewN3zFkMjTl/ZUz9MPLEAsAGD35rjlCpBapljGcUnrvSKsoX+LG6VlkNGNHfsIRPI85HSrz5h/qyIY8VtYAEmueNCQl9CnnSGygFDDvDidD9Ahf9eeT1RcK5WGSxCLBo6cNR6njXuA8YwxVSQM9+c87N3T/93xPvNkJWFkqwOU4iUT1psBprMFI46m1R6fmYy82hxpkF3veww671z8+FoemSftGnCw3gtNbQXAW9/WWzMrYa35Lu1HncfWo4azjPRF9p/oA0OAQDYNsdlDjOi7yEjSoV9JHfYMkfxtbWIhsgHeosSl/guc2bZ49wNt/I9J7gDSNuEpBjjX2DgR1ROG+HkpD4YN5EDY/0IxKMSl0lPmAU/Dk/3NkwIzEQwDSGIex9dTcOrdqw41hPyjLI/omh6T+h8mmX8rrjUmHA4L5/If/LeiSDwb08zYKL5foU8CixuNLe/IrBLwjJxMn1V1NvTrV0V0AHQ614CsHtUmpn5LusawYtJRgWyRgdo1zLqjZsyeGK5G8cRSb9rYo4+TjDjJOg6XYfdGc8ESEYmrWCa93gMalLoeDIAlGCRFu+Ji+y9DrDFyp3ZoNSwLjFb8k8drgGbfpcIGfkbKcbrtFNiEoO18yvrFzhdwCCzC3TIykwgFzRmHinlsO51scVzhzMTXVYRJyWFx9upoOZYFo2rnEcD+qbyqp4+7wh8RJmbQ7ymM51i73rFK/ker5OH4d2EACT+19WE0a6WGg2+/qC8EZtnx78BI8UYRPfxgttf4naTJK3/L/OIuYAqP9qDl6gQ/xQ7NnQz2LRXGQjjTrKbxU6ciYFpjsSNkit2Ro59sViCXR95Mv3srer7yt757XypDz24mqRZTrXnCBMC+ogx9h1XcyzZD6yrxzWTGkNYCZfo90UZwYewiPbEkHblUkvFHSra25BVQMiZ7JTI28lhO2Vn/G2YaXgyg+UO1TqjiIZ51M4FzWCLTG1R9FBbWYzfNzIURsP9MEUGfiWosmR3nD9FHlLjM0UqXb0iAENI0pB1/cbbWGNfaCphAAADSEGf2UUVLX8ABFlRa2KlTmitMaZNGe8um01qOg78cauS+iFTABaJLcqxmfc3h+Z7Uuja61H3MJ7k4t0uLiWFUddXs3XXy/A6txXs3TZO/sHhpLcGUGXQcTECJBMaF1PWR+cUfZh9HBuGm5toSaIqv9gYF9w6MCt/l65ULYTBfLgZ87R2206wJxwKXmzd36Z1pIuxM3uX5ZGWSCI8zY1PD96lT98KrkrlYvvlQoQj+9hKDpwZINOvl9K4tKO5WR2blu7ggZbSykY/RcwI+i2CABw3K6vr2MAaoSwz/dgvHnXQTCtoMO8azWzzAry+P5MGwD91A7JfJTWzuw/Lcbt2hMPC0AVn+CATVff1+6CYbhgxQBu93V8LkXzi5OpqC3qUZNmoAwr1KBgZfQScMgIg/CSuHF9MqQbG5zGwozDBq+3D+VksSZxtEUK893fImaUnLv26oMbHo2sgtxOmkeAAlqBC+3GslsqnTKz91YuYIAFr/cdtg3B+CVZuHwj0DyrUeTOzjql0ZzSE6Hxfrt8gNbjfrDspKnCeYLC71Dss5VKeLDN+KGXb9jdu+pSirG36nxhoh0lO4Qb5vZD8ndfG0uFbkStfaNYf5zuS4F+hqvvI9U1ATEEcMB9ZZbZugKIHHJhSYZE8CVkVc3BmJa/oL/EVC8jhWKp71/fBML4YWstHKgZsfZE5+FCPTh3rJmcZ/Tq/FHqro+ttiAFfZdoiIz4NAOweWPpAQTanuu/63UI2Jmd2632UDaMvhJ5kDw0IWPYbejf4KQ/dujiP9sH8ozhQAz3nPjZtOlL+08mooZ2bGyARm1l8f1Wv/t3/rn17ilgiwbacCp+fH8ipUlbH9SdRa1naCopKivFu89cAqEGNZVzwEP15/q2S8yCd6fJy7s+kKuK6srKJwCTjjUdlEAmhzm3NW9+lAYwXzt8wrGtI9gq6ySI7bVp3YYk8znsFYarKiPGZBPiILAdSvTLKm4djU4UANhjxI94ftnyoA1PtnH331RkAIIQH8kp8It5Zzj0AdXMM4cVDMDbouDU+bvzaF+jhZSlWvMa8lt1Ao3W0SDGOSBOHyLXHPi97C1Y7gakbGbpDuKpl87EKzGGY3Am+Yk+mo75FwAAAAqYBn/h0Sf8AAabEnbLOPGp5X37IPBhNVaxSB6cEfE/gB8eU0YY/RzIqEEkkTCur/sNm3hrh0dvzKON0gOpwG6rre1/v0bPfsOUUI9XonYeeXk90OJkVCHMkcPepHFsIKNNpEXlAnI3TFDDtj7lNnfOBsdMzQrriqUQ3XYyq+OPfH/u4i2mEgqDEj+QCNwtHXlC58t+PqwY9jxd47QINy7IUNYPfa0nTuoGYIzAco4PlJIf+VtU634D+ftlDGwCj63SodJ8YGZsjP+ht/IJL+ScsOEirVTyVSRCwbRF2bTKdnhFVRaeWsiRQLTpwCPIzldI6NPwmBa8Citvqj22N8+O4+hfyz58x0+jMx2YsUqIcF1Gw4hi+GmHNzculzGvab5bs2JC0iDg0hiPo67D41oX8xFOAEqspqnhpICZDR6Mjvw00UITp8BOvxby3mR/kAA+JVaoTxcKC2FehnYVnyZDzbIEoiRmKv1PR2giFib08gDPAN5we/gaL+a2qvrs58bN3tfsSwZRjClMyu2nX1PSZ51bNeRm6syBQtBFR8/jdD4os9/5gWMLG+5GxsKswENcXw236OF6t38ejeJk0JNmM33uIhbfsVx3bdM0xyciFihkDAUMwayHipZeuBFBATA7cbKjf1df4bRgpmGN1VCjN91zNB3A0mFxe5eWY2wEKhwCdIPo2fWp+7qpFS7C3EL2M9eFM/ej7rGAsH4u42WzkrlEsqBpBZpGOwY3X29M6Op6lrrztXpefQnz80jaVkW1gAZLZ6nS8nVRmAwUGK1OxWr8GtSNhCATWVTejgA7lqqGeUE4aBquGQIEtqOgf7OsD0n2oiBIdhYJQNBRlOQbu+mP/d4i9ngrqq4WjCKltgsuRk1yJ4IHJ4TIMrsxlCiIYXFg74xcAAAKnAZ/6akn/AAGmBz8QNmK/eO7r4JSkDTEZt419HXbaKfT7nTSDrHklXRBQUb5k7wfmQi7sAZp9lFyNCf/DxQtMh2gpCW8jUsOqpaA2Zd69ijGWp0XoQJZAvrj8dJES/1aBkheK4vRZ1CDVbJwTiJKHzL01ukx99zlXxmEQFZ3w09x6VGzVMd3hjykNDeorCzWmmqahrNTsveoycCS5SAvhGKMfKo76xCFYklyHnmsOWqRFYB7dQelpuAmYe2Tu+sUZCIRT3+PyJaFWLiBI5PDwfItz1+ApKCiVc+BFWoWpLLBxxtye9SUkm9bfotL1LkgS/6yEQXBfjfmSSz2MF/4r26+UwnA9npk9exLb+nDmajUbrnVV+gOdxUBSPEhdZBi1faO1h0M5KNycBQtbtCRDVdLcMoE8n3kzTFERfOFhP2S0MG11KxJvuN3sWQkQDNA54LCDBq1aaFiLSvgRaOknzxF4a8t6M9dz0XEDa9KxN9fxDIQzipqgRmFEJOtKi82P+kdKZrM6DLPrhPb7PelcBV3h2XSHc+RpPL8uddIrZAjawulBgTHOqcXYDrPEeAYjYWDVcHsnZmbWa9FRKosXrYd4J1gp7RIqIDbm955vM3Gpmms9EJL/5EWmLz3hc0x9OjgOscn/TXseyE05rUDhP7lP14o+665CHSpyLmtQxOSC5ubdR9/YEgGzSN6mUS2aEagsh3IiANngmdEt6iYaBPorVRvNN4JoHhli32NGeGb1QVS3NJXFzO4hP7M8Lvs/ZUd0mqtAxVYUqlF9Wwg6uIhGOX+25/It3inaJIa4wLgfffV+nU9ZpkbpkRX+Fq8ZByCiFGHlc0lz6HvqF3lizRiRw/GR3zeQilZKByePu2JcAPfSYWhZ7Tqs3yzZwlva7jPeSMAk4AAABTpBm/5JqEFsmUwP/+RAAAPIjxMID3qTw4asgu48NvutHy46droCEw77z5nVByuE651xVZes/TE1sD//Rn7YgRpZu/95m1P7IjT5lfW8R7NBBwHpVPD23537lUqPmhoezs/5PfKRdbmlpmerASlJHKkSve6eKfpkXoctDEavwE5BvoI4OJSYMVVJSM8MWBkiWwgd5s2Hb6oH2ki5YXhQkeGc+zLvzDUDjCGnuOjy33mrYzBCS5b6Rr43k3RB+A7g7iVzkN1uqIxIFsTGwNY5GWIb7wtBOK3/hOmugezz8PVvFtSWwOpUVapCO0odRpVEdpEStz5m56rTz6z5yL46ncZiVLFCY9PPJ+PvdONZcdcJKPuMagEw5RrZMjhxW6Npq2GY3c21RHwHnyTfjzZdN8pccals7sisg6BS+UiKCa1F2777fFFmXSg6R0B12JHH27sDQ7uOazSKY0IKpVoTfYTNLkeVnyOf7XUjYX/2zrq1c2mHUzGFsTpDV29KfSI6YCYjPmdF4N4pmgQXw6+d8DG6vT/eiiYrPBvBS0AkjO3v7oHkiIOcd4H+HaG07TUgZqIPaJB23Ap1FDazGJX6kKkxHcxiV3uaHMdUduy38sz+RUpiOndb7tptx1oAas3J6DH1YfVOX3jwOHX5Rph/VntmASjEnTZe2N5cet3uZCTwEWurbKZfzXwIT39ndHyJIZ58sKBGPtd73TCdlNmZNSGnxh6tkGhbk9hTwFKbA+ew+7pfnUZkQlIfZF1Seq3YsWbyQoBoC/EPR7oMIn8vzcGNDJbAccwwEZIJaDysZh60nhg6bp3htmb9paL00f0mjNeKCf1PU+2Xr8VNwd8hsCwcVd3S8BSggPtETTj82EBxfOAHTkgnBwz5W5ZiLv7bluFHdbbjYe8/u5MUaKqpBR9Gllhq4EFvm4DBZSQ2jUpPIwIDGXH2ni0AzFo/rm1FccVNlEwnzCLZtNz8lyC9kT991ZcM2b5vl+RsjKjNQljohPC/liG8EoGarkJfGKouFvcfsfTT3DB31Glk2y2ltncqu43Vji3lC+2rqdu+aW97yAE+vBCXmzmR4pOd9hUa72ndKuaQCzYhVV6lhb7vzp9ZiKtLX3hEf1LPverUCJgtMyw2Vhd5ERk9if+PrcIYt8b4tTcB02LqES3Edj1GqCzbg5hYGPvngrNVRdMmooqCDSp3kHMpXNpbyZsK+RiBqIdAQQwdBIl42VI7ElJbjU7G5DWYLQxFaE6HXHjNvNlKIhu62PHjCTJsKQfK73gWUEDmwzaffxAxkdtxBBWNbtOD2F9EPnZQvWiRXoM7MXdVW6fD97lgwuytf0QdtameXulWVSkpXgfphmL0L/mhkfXvrmo2OjLEmDC/CComKvPg3Kynb+tjlvaB86pQ8c3cLKat/c8V/aC0KwjnUgXDqKoa9NV8ynOky8+5qbdOpsbRAGJtdDcWJJJalrP7wPXj0mJP2MqToMLLoLqOfPlJPOSWXXvzA2cwA//BLUkAguA7CmlRu3Qtd/t859CICV/bG4bwhu6nZpGugdiTi+cJqIVc2LqjVsTn8rgYSQywssZvzbBCh/pSISVQoaml9Bf0+MzJsk4dtUEO8ITIEnX8eS9uRPmaGJB6WsbLlo7s4YIdSuMLE+w93g5LHKOXyLlLtFqwalgBHUYaS/eJ5Ea7yuylzeR1JT2dOecfXCOuln6l4lM/+UTbfVcpHbudd5OzhtlmMqP0CT3vxLRqOwckyIt9LNkD3/Q0tirH2M1HZLBlLaeQgx2neCwkRMEAAANvQZ4cRRUtfwAEWVFrYqdhqrFnKH79a4gJP+A5AuiNIz3HQE8O2A3rgsTv8mHNua5BGO5moulPhVMEh8y5cOjRz3m7hW+7m/0qdETrKRhBUTDkrEYAUQk+g+jFu5SJ0LMWR+8yEv5hLrrJoIqTH3jvj8J//zz+tlTFjNa7eIg8ePxCmk84Fi7eAYsGlVxhRNjvsfoR6BHE47Y/YBnKYT/4emZ/gG4/q7v57BKT9N0HoXr8VSqQ8ujNMJVSSkocWp7mVrnk1FibVyGBPOQWbrrkWQNh5vvjgtAA/4PDKK//MyI+CPG+Nys6Om/09s0fhlHyuyqXnNW3iAulNdo2Io1mEId18sqaA8/7l09EgfPOYDeevzzW8+P1NZpEQ/9MWUsYyL/z2/IoNfpJP/+UYiQs/Uvvt+PeoGYtomdkF45f/iXsEbgORku5lAUqsqPm7kXBYdB/4ZQAAAMAdkiWGl6VDTIuSvPa+svlCSgQ7ffX5HzyEsK3jw+2Np8BTtzGEtW4cC0UklebhwW98WSKv2X/bZbkdm5b0bpZwMohjlxc0bWRV0nG2k+SK/gTQLJH8iFNyp9pDjpXQ4AmbnVj7+NMRyNChQ8Tv/uQjoPRrsKJCO7aILMZfTJViIKFHrOSOcRLrSWdURcyUV9Y9bX3+y0zfGeHZeyWA+y6nUHmFrjbvF9EdJqyxyaogym7wbfB4rKQ/QjxNLLMoJeJqQHvH52Ap9BYYCMr9TWznHkJIuVCSWe9/buwTtWEHupohWebjNb9+pxF4tirpoUxC9pCnYRqnteQLw3Fu6mWN8FrBiwPu4jGu/sQYgFx1eA7Sbdx3na2x0AnJVUl7NnVDWALfAIl0W+aS7GCJy+MBvSnfypufL1ebaFjn5l9GGHv5lfNqL8VA+ONsaCGRG+mHdQm6goaTla+xj49UomBkySC72wTBrxBPSCI0UVdlJbyqh9zOQ0JaTVf328RA8FRUSKwQTXP/3K7EwG4OBo3rZgfrjMyHDZOR6XjarRp+E6xOVIbHjtyEfqLk9ZOjLH2tIVCx1JPogSsbvm4xaiU5v+HlSkUxiSDxckQBMs35xDHmVkIVL45KqJVPFoQ/9aDiuKw2D2W77HAAXadwcSllG44N0+BRMaK8Pz/1Q7bE1v0rO5KM1KNn+N6bg7bQeHJUDP+30SBAAACpgGePWpJ/wABrTm2YWv972359kY1OFOb5vmyyilezP4Cpi+SrIkhh3F4CcUFwLTkGKnfk2ynFZs2APYwmhmximI5HAZZorcYCJe76pou56bv89WKDwUxwe/7+lJ6nLX/mJz/hutD3F3BJpaqOCY+nSjkphNioLJlz6Rvx0KeRwa1vwXTxWQIgzixIzx+5RnbHwV+PmJu9qWMKvLVEAF/Pa3KYj2Y2yMb+sL9dwybFUUtSUW1XG+Zpc1YxOXsG3XCwgs47A+lV+iW799Rl1nLhtknM3p86M9QYSuDQqouNNT0yIQ6eiEYkUuT2MO4snjnSaJCh24FTbND7fzf+sqVdoZ/G2pTUn8MMlN7f5z9zGYd7T6MkFI+k8/htQl92DEDGoKlTnkL/ZiRmfOK6IyqyRtk9WkdNWAu4u8Q7qI5CnaboA4H38l0A04jVadHCeG/LvA+qgHdztp/6BCc5Zr7y51du3Ix1nWU3XzAprNSHMfwrgjC5A71WI1xVptTgnrIq6fq+Tj+F5eKhcKz/oBaXwY4659TyCh0HtpZhy2DImH1AUqvl5wH4zjC0bIwK45mZ+fVmNgPBe7W3YxxjggHKprsw8FuEhZH6x4o6df9hETgx8tSxV+Mp6FmbEJixjERZ8pwUiZ8pgKNfFRHuSUEDoqbUv+YWHGAdrweApWwUJdx/nBvxS1G6tu7AcJM0tr/Tlr5PMZjrNRQxdlKSKlqmtJp4rVtLeQA/Qc5eVUJo6Hv+vLlvrGdx+gQfBfoswJYtBc2cfQTCts8fvm5mgdZH7DiYcCSpgU32UL7W6rhIdKYhKy8/QwghCA+gPiTcH/t/ZjWH46/0VklJsXUdaBL+zDte4hes8m7xXHmeIJpFXP8AMIzEFhFO0zZQq+m92diqBKKB6wPmAAABQlBmiFJqEFsmUwP/+RAAAPK50mpOMKjWs8DdgOHGRj4Oj4sAkCtCuNhvMWnVEMZFc+jYfzEzhLof0Etsjj371zhPcUDdE8AXJTNk5cKjzvfDinuZqij5KYgQlUXaXjuIzB2D4ibmcmIY3nZLdwlygemrob9nmjWOFPLMPMuo3Kr1ik1VuFof0sMbc2mkXDv1SAhxGJbmqdlntThsSrAl42/zTyJo227uaa+IQXh0/AVpa6AY8yRlSKm0VS1nWf+F9wK8CYpiSkec6EcdRZefRngT351VinmB3ypT65KQ5AAMPBrOlo5MMUYxNpbPyruOFBVXJLkk5v6jZC9wS8lf8fdsC3ldcSBOWK0eHINcdbRph/xaQzoX8QDn33MfRV+zk0xgpdoSnZyO0jmgeg4CbwBXiM9YPGTz5krAF5oB0QmMitWz61sJWF5mQk8Kk0BCSO7PClB6EC6xhrBM0SjARHH9My6gWyDYd1dYLT9yxJMMUTNhUxO/W03k/dgwbHVoNeYdQ/Jvvdz0L+CB3Dmct7f0SKxXQ/spyB8+Xf30TLqLqavm5QMjulZj5y76To52sVJqnEX1Fu3Ne7Y63VcNBFFk9zKz0qUVe5a1nPUTX3J3Ou0wKXNQHp9AQCXeVO9l6wWiH8oLLLUTGjRnGKK2fQUkMhB6UiYOsdaF3BKTiwUM20K+/zkvDye6NWZTq8XhsRFngsEkZhjI4yj8cBat7PmXN3zA3LDzWpD7hyv7usZPSZ3yrZixzwT7x+6nurAhud1HZk6ALyhIPTJrJ4qad+zdBM1zlLDyVYKnlTZCQEmWanvLyG1cvHfQB3pwzjopuFlMQ5UOJt6V/mCzX9qtZkkpnvXSA0SOISTmbBBFDhiUqN2IGyXZU8TNStw4XuCh0cSwrbO8SIZvGibthivevVOIWKck1Gnv4Y/2U1WB66O84xxJ2ijS+7tLfnFoe9sHwHQI+DdIQUJUSv3haYBdbpeznMfGW6FkgR/4g2NtYBv+IP9bXShN2WoeR4Nt/K7FgRa2dhzQdCE9JsTEP2T0EQZT6pvBVHxi+Hz2Y2Xe3Nb9muwHT6E4qcmAkUWnuoVNS8TA4s1FnCzVFE+oRoMsgw6v6TmTUu6jLjIfsbzIET4C4NrTWIfdu+IueSDwAVxlB3c+usYXbmCefBLBgDLD9jExmAjc5VFW07MLuEYBuM69HevNrPXdEClffNiwdSdcqO2ibKjdKQxJOjpKJ1xLk4GpG5amwL0XIuPjU49fTFWqMUM/pUgn5XWSqTGvaR4y+YHslFQdqB1PIRk0/mfR2EMdBvOimIa/bxkNlfVHIwDHoCOwIwbgFBpnQYw9ErxfUdsivEdxIhOZbmFGkq9ZjvNn7ibB3OTQbPu3xKhTR4PucPFDk+GEImblSv4z5ksTHvR9MFp+1kNSAmj4YM3C8GdMKrMrMV9FQW/mQ+YyTKlswXS0Z1Wkh++i0rQboVXCNT/vxWplRqpot+3PCX0qDNUWELwI3LECdkIV5U8H8DBmeKpI/KRF79MM+E2wpNu+gB4YXH387lI8tmefpEV4inTB1nrdmRYZqjt3Cf+pVnN9cQxlPb9j1b9nB92lkGg60DFAiKcxxgqgq3cXiNHxuwA4nG0XtWFlsQUWwN08hbAdJmAVB4ENzUw/4rsW/GEGfUtRBz5pxL9kpi8GuDUFH+Z9Pk1CakNcM1/xGd6xhog7zJUc6FnglBvQAAAA1JBnl9FFS1/AARZUWtip5uBN8LFx5bN/gIUCJYsLrChO3+E/kV37CqrcDMnsxelX70Kx50+I69oju7xQUTKwVFUFt9BEduG00d0sIWDTaibVE+utEcSC72x3rP08/lPDj4fl88ZIvV0DtUW7VuRtzhD6aGhje9GIjLFdEUHj8L9yLbTCU8qDZqHHojEZh/O/1S/GqwMJZY0aPOvMR1IpLGJI0FD/+OlhtyWG2jcdRhSoFlLhOWX04ouWzVG4gNDvnjKnf7SaHFf4Gyp4MDdbGK2Z+f7xhcu6svVx1BTceWN5wVZuzrso6DJwqGQQFQGjIR21CJzL6AX/s+C1zd2nyMiLt+3HU/yU+oDd5Y0ckTEk6W+bqyJbS5n1n8F+BE/+uB7hGELWPdNk289iw5Ft3coIJL01VxEvscYVtuD7Mc68F2wZ2pZRg7Mq27kGxb4rcU0AAireUgSQZ/+cEvgOwRKgVf7oC5j9KBMkPQJd1P8zKcD6hPWFt+9mgmJTiAx9unX1tghPHVnyIFAA67vR5u2RBFbWRtY2hCOyuoUCyhbjIOL0YD92Z/WT3NtFbrNA9LNTc425zJQ5SSd2b2gxMYBB3JgQgdfQ0auKaSRF6DFW/kU93w0iZk55bU0DQrcmUTQxLnL/XRgx87hKbkVsaZm1m1xjuNycBSgxdBQssWC4y+LrvKaEOqjwtlZXWPteMSxWFEpmpoG22aiNckibypwJ5yukBIlygdgMbpetylxNaEN2z2BCH9uZcn6RF+miEq6CCkbJ/SszcuoXIMUw0FymbMl4lohd1fM7hEJZQlh+UJFiOWXtX6VANg/ossivu3kabRN4+2C+5Gx88VGweTM/+go1VySMIJTC510xfLv9z8406heq1g+CGq6NAiHyYLRTbgZ/bnr6z3sV1EQE7QCZUCggrj2CPCE3GryEaYC04GMSMSwd+3dyxUbynmzENpWM+nHan8T5DVXjLe7GfWxj+ct+2qmokSHLc8/PEIURMFH91BxWcyaTxmIJX/XXMT7vcWel07qP1pJhaR1ue0jmugSRBsSnlaPkyRK/HlXMJqAsEHO5PIcdImcj9PoqOad+R7Vm13nUyN7YKt7BK9VubIoWEgZjdWsBYoEM0rerVTBAAADAQGeYGpJ/wABmK3n2OGZx/11u9lPb08WT6ZLNpH+hc6bCVEYAGM76JtLD8Acc7KOgglVPRxdkrgmDJA3egely/Dmrq4DuPHBTJZQwCQz6iP6n/Lh/K2YFDBVOu1lBtMo4yl6FJ9XtRCESRnu8Sy41D35OJcrQT3/W7fXIv++7ifrO2GpCRpANCsEzU1+1J4WnGyX/4XZkVwbNH5q4t1XCMVoiCnHbl/01Wf3L9bEjs8M/CKBbCJo4b3afm0SGvNxxElX5EoYGTZvyY4cNrhmI+PRaJvOciUYH5GnPv38WggqOwI0KpTAmzKmllCyeT1WdLzeEMib2loSTJtBgd/Eogrqaa9+OxsbktidYACuzZtB4P5qKzVg/lZGSlLw/KRD9Fw03J2Yf90tgBtRggP6Qu8mTyRhHCbrxeiDomne25qcYlpKoLhCUSvW+9E2lU/o5Q4nWJtkmSoqqJFUwX1vm/0TNFFt18ACGFB6vGs3T5qzh1Z17t4A17uB9FIfhQ5SbTqGC1eBlDHIjhprSlu0w/0tjYc+0RjzLManSNltY1Q4X4ieWp0LF7lcexQWgjFU8r5tNGXTTUpyFIcOfLCf4TH11fV92q/V24JvXwOI8VX76mEBir3axNMJYjhdxb1YPgxY1gVYY+yFR8ceLoIL489vwG1/W/oLJ8mDFWO/xPzvmyLDDJ+Jy4IkXbwuHrEhfY7AWVbCT3fLJ0akeglzf3nPk7GbtJZKeM2OpbivWuK8WgfzAvOdrNOmmHgopWjMekQcpODQG9Ab4xZ2aLq44OFRorYnwj3Z8zrH+iba7yD3/32klgmIXLPDiWaN0rdxKZCr13GsRShcRjMhzWtvMnluIo+sWEBqaG6F+Adyo9xHWQ/hEZu/yzqj8TTdQrCO2+Yg7rouCL8t5D6nJBbwOO2JKrO8N2z/v6CtdP9prt1uvXfDbflT3DKSD0fYn8PxCdA+pDRLmk16T128RmAG4rRDvS8JkpRo2dyY0qHv2eogBPl9p1LROetLT7cDUAQb+P8AAAQLQZpjSahBbJlMFE//5EAAAckKwRsG2rGH/tw13Qf6xafIRv2bFLu3U7aGK7MwvDQ5A9ba7JlgaX3g9IAccyKZcnHof1jObW/n75seuiU0wJMak7pVvFbzu1SF8LLCMGIt9Fy5tuHuStTguf6pdzVooBkQfk8hY8kqEMTI9NzKu2sMZsSUy92dZ9x5qvP74NM+YO5LKniy31ixMOA7P42vAkXbhOwGwDXvxJlsH2H6SSS/pctR+LTeYMsjBQmgmKv109IqwXZ1JvtgF087cYQQIVJtnY9oJ2DCJIZOUd+sAZNJ6HF7PRzhtasXWU4LOQrGiHUKVqizpcoPBdrQjocm9pCKqRYuFlrzfrhNj27PLtHSVwPChSWTyxJnJ611221Hd2n+i7wT3baFmrz6JLSRuii/eCGJBkc7ZsAgcliYPaCNDRJZ0KGZX3Ylf1ANxKJFV1M3BS8V8PQfCLlE0syL3N7GQpsvOgaknCsdtAPfWZtNuTaSiK2oXPxW/rb1ytP6lZ3dkrNKrN8uu5zcWXWfSgb1Hd4OwH7OCFXB64eYipvKnwIM/VI7aGbFzuhboRA11+OC/pLImxD8VZf8JNVsBP6aoJmLkcoqFn+2h4sDDE2Y79fbo8i2HP3Kiz+17owd4Em1ZTbOeF8ZQr4bCAXBHRyCtvUPUr1Wkqiknmmkm/rSzNIZwXj6op+lQrUv/ZvHm42Ec2EUtQdIoumadXGywnrcUUByFF5x+424XrPEc/J3ZMNkoHCxeRqk+JwQPRXXXdchTaCD2vIJduBGGJT+/pNGpDR3jxUlzpzs5T8yRIG5I2uuoqkYRpmWF9WBlhlgWOqX40zsxm8jm+A+jXK8Lw1r/07p1O51MI+y5HDFcW/b0LgWps5YOe16Dzn5Jgc2bLm/Y1erBeYx7ObUgo/sVjIwk+S5s+L/oF3/alrob/cSV4EFHVztTaVDdetT6vjVwv3tvpo96B0V3rQ1Hls9lJ1zqbTGiS87t/GuinDbY60UyYZzDoZQ9fMUNtxcpSLDGNbOeJ1KlHK3+F/+FPqubDR92iblpGGNx2OoKgzzC+he2p5zKouE3eXBrSM/qNkSe/oHJbTrp1ZahRBX0WMGyKqV8c0zH50id5XwrivFfNWUlPC/nAA1QVJigiIDqTJZcaID1/6m+x/e4VPJLfQyT0ApA8sirljwZzfMUB9Zy4JCPQFGrFU/1wXgMUpio4tUVI3XnEmZuzC2LbekroCtUiO4rZyQHBCK2E3CJk/lXWiCUS+iAvPKfSvY7TjLHnGuidJgDHVU1LfPFNICDtwn54TO7xcKtV3A1npVyCzHPxVNXP9fWnpVVmDVcWA8oEsGFIDJKdTDhhpBD5j0x8LoIaAr0rZE8b2KLgxpAAACowGegmpJ/wAFE6990mfmW6Gk5HzKwl6PYoEX4bLvtV5ma+WXV4KZeyzjb9qA0purmR0SbYS7wPsvhvTDy86grVCvRO8FKw91XKzqPdKT/X5Yv2dupiEVHXB7nuZWJB6I7x2/LzQ6X01+/5SQMx8FwoCcO2PUpUjqWWeE8DvJhbQ8xBcPaqnluiyEcKG/7K6uSns17dPeE55vSJiJZLULALiZ6vgl0/bjfgAJWi0SjOit0+1IcmbJ1Gs/ZFEzGZvY7OGj6J3dxvjeWz7abzks2AgcWoAzXnXehcqa5pqoXRhb6BBpyIHOHpu7UhOS896Udw85NDoTp3nv9UVhDGM0WVQrjV/xUhDcwN054MgHuAC2SW8aUtWDTGbgedwASeOvpDB1b9SVZb6Lpwkzt3hCEJan3UwptFgSw3qtdiLut2aVlz5kZvfFnB3fHzWhjnPAX30fRdNDX4OjHRIWN6amN+Va2SSxZe+saLaosJcEeOPD4PPPrGIB9BFidtUq7Z8zSxnExcLt7ee/YVB96Y8pVC8hI7UFTwUq4RsAJtXALZyebe/UbQpihsPKjLLcZ9s35+5RBPzRSBeW5goB8t1m4qNL4HLlnvmM4c6oRQ05uTa9rH/WDArBvdcQJKb82GWUy3QwGZRIWoS6RpW4qpW+Xz7RTjS92IN9tdUtVMPjNGOtkni2aSSD6h1jrEzUqLpiHc1D1OO6ZSIbkZMtQjrbVfUEy0xi/GQY61+6siCA+KC/i0HtNNZ2cTrREikSv9gviTFejt27WbNLAA5Et3U62D/1i2YRTo6qEAUX/tMG24ROf+u6+bhbMiN81srctuK+v/CKqWJWpbTugkc16T0AXTrNw32s58Ual/RCgrrBIMwbM8uY9u0iRXjDLj5i/WjsBcQcEAAABK1BmoVJ4QpSZTBS/+RAAAHJDYzxdHZP3C/mPgaOk9zRWvRG2+H31yNdBBx15hUfiX+B+FmXpDysXu2BD3lfxQr3YSCpyn2U04Xn15vCZmmRaIzONOLiySS0nq96zMfKB8zJpMcs/sMQHs+RMdtj5XcjeeEeLVbxTmERlLHwdprF+YzNneszLpcxLvE3kh013BMbkyyHOhONq5Zsimbtx1NbfiKqgMG9JJIkESuLQTLO0R8mDlx6/9LzWV/7jo2gdubNAlOSIiiHAQQZXVNtcpCNRA9PKg+/PmBCLiBdbHGG0BKvhdF9sTaPpf6w6lDnhvLgQ0MIH3zXw50P7T9RH0JThHs/s+D33DNTph1h3XY3HZkgXjgZFzafJy7uaky6O40NGFa1DKFCL83xw53PjBlMUF0UIn8hKKZ2lZ0iCRkJz5L5zYifJIl6sV17pzvtWzVo0QOQOH6bt9xCY3P8EaRKQ+H7FD9HDdJ20MhmI+cmvMaaRcaG86bXY5vc5ts09GxmIAJXv7Ixft1mvi9VaCgUqw8htAWlbvYajB45fs/jVunvumNopk533mcGLG07/ujeo4CqQzY4dZMn1sCW/UBwgXQCxsgjK+sMaOs1fb8DTC1NCS8+VaFW+NnLiR8k1zlfXEvGbOM8rszrFZoSYLVo+/rh0ZVUEIJVev7TWDuRzPQFWMu7rKlvKz3fZB0HEAV4+y5M5xxEEKaWC/bENSdCZxEJ6pMJI4SATNn59MtPbdEMQpU2xn5Xrz8r1fi/zIejD0jomEi22FEF8SSj55MVf0wbkP67JyXH3SqOg2LFNGWq+2mWEn5BuprKVOPLhHTD7dF1L6FpTZ4SGguPQ38yQQ2AXFqC7c3qEjKNocEUkhCb0ZxHXqwqlPXSCU0kNy/GstXrJBrh/lUjBtTQ4JeAknkuEnGoC0s5UMZy3Hzvwv245DBDZ04WN1iSXvCaKs88c+KZkDHDvsTX04PrzmGJD5LEff+G2NqxhE2gGLK3VBtnOIbIGbI5Q4IZsNla1luAzW0fGRDPuRK0x954PLHjBCF7yBSGmD00F7+tHA9L8DK3q2lBz0BWRWToILmUwhWFy0rCiyYz9nQpHsAuV/q7Ms9tw7lnQinnenCW/rOdDtllRqxsaBdCD1KY0ASaaa7sSUqrLmL2i+WbiR1Vjtuks58ns9vyDGyG8dZU0Piu2iqjvMD7uF+bgGRFY0C0g+p2hnpaNl7VRAZyH/TOOSUDch77aIWPb1H7osI+B/TAGrzkbV6akCMVku/aBGqNXddME6MZ5rkWgzck6extnbOhhnR2DUr9j9zFLXcNpzWMKsX9hTLAaAWYQ+2GWfDGJjzaPR3UKLiFCjiGulz5mZP/lpCbuGrisU1mAby2iOiqhMvr5TqIZMlbDPf0IgMS0nKeK6lJHa1+iqXZXrsBCHZkEY4cgrZySKlJBEjHwihQwr3cyX/HJn1B0CNJR9YDo1E4xvRxTuK1P54wy43sNGFVMA+sT0H/QhtMfHc48xKQRV77nSf5JlNwCJAaupDLwhn5Dmgc0OyFx0Nmd/HDGWBHYbvzV5ucHlRGdiXOmozIeZ7I3rs/0me4iHXP8pUAAAMBAZ6kakn/AAOsL1dE6yzWeVhti74uUd9t80DjhtJ0Pd3M1pfQge7aS1HdIcGjMGZaHvhf5VPCGWP88iDvFB9JiLtETE1O0GNsQctB6Rc4nqYcMLAL0QBJxUdQP9oCHILv0yZoJslRdbrEdrItn10FbKFQdY1dFoDIOtSmITHAHaJvd+Ciz/ZeVZIgJT42PM8v8GY56UNqTBiKKpnUJkCRLzH93cSdCMUMKpCl/HB42L64QeYbBWoy0rl5WGYrNR/5f77snFRDUdMZVHiOskLOOrSKI9b15p+a1TTSHiKuMVyOtwGzQGY1N1acqJqdGYuW/TTEdnsH22G7UKasgZ4WeucNQALAj4b6jegKXvFueUGRok7SWG0CreaCLsLlkultbMRr4OytEIuWfb8ZCRn8tT7QiZKDFf49gDf6KqlChan+ovvgTlwvG/OuYRrg28EaCqdeiySjZ8Qg4ymYJY7Vr8jZo6iy6y+iiKd+Zm6NbZCx95hPc7cABwh0tIq40KMPBjqWgP3sb493dOOVrB/Pr7Let730pkNEW9kJ29rd8wDLOXrkeCWyF9WfV59gzJU3Ktv0uscuNhUWgtdf6m0CyBRFs7JNTslFReY9ddLE6dSTv7Lb6E2TCfP1Uwi0OPHnHhZx0Zzt7Ui7YhIivgkYioBhz0YIPSBoKKb6cS4ebAOWM0HO/tT1hysEwkCpNN/HcMN/AW6xSC59oLjTdN+L+FsIfrvu5lcgSIPD9IbzLAn+6nhDjnaF2/CNhB4A/Uo5jzA8/8qLwh01tVOHEvrMrloyaMpDEf2Yu426tlTdi2QRRJugN6XR1Wle95Z4fYWL49CL6L+PDf+UbAOOKJHI5eMK1XzJvLmGK3ZipHzK3ye3ui3NRCyu75q0x47Wbdd7XDfmokhhPa95ySXjVSEVep1vHcx39SZcBQS67hdqsg2U9Wdym9tb+sWu3U0KYhgE+/BcOBN5dyRc19URFxfSShr1QghHdl65ESq0/XV/GVLhEnaxbzu0zg2cbILoxXgBgQAABhtBmqlJ4Q6JlMD/5EAAAc/DPObI58k8spDmqeyptic8Dov4iCNf/iCU0ADwo6DHX5q1V4jV2WUEf5OB6M6thdgidqk5OJSFYeyok9qoR87n7x4v0ldIdnttU+N8yX9BKGr4emUwvSP6p4OU6JWtIth1otanNBADa/iFKGVZDJ1Xs5kCTuiDq7OYq8sJtXdTFtfyZNis8FtNaXUu1ugg/RUllnVlvQV+zd+ENPmGyecolxOUng5wLVB+i+BZqcidbEC3zeE746jIh8v/Uf9Ajz3eoq1BlDybN7/ZOpVLyljbnKRASAzPAUg7mwTPwz7oVTDWIhBLg79rYR4JR8AJENVX65FJPeTji/XkUUZAj8QQCz6daJ18IN9uSmslu8m+X0Cnfv1nJS+FQbLnrfvhZCEY+pIKLNq2qEP7IJdftGhtxDpm5skkbhP2QtijjMfT1DSMXpgtKE3F87qwRmphZEQKEzHfHBRIAT3hhhCj/l8K7/ukXtpg7WEs5hnixucq2PbNq6ZmrIu9MUopeBNLDVdCZoO3U0OLYetY5SO/v+8k2UfwlteYaQsZeEY2wqR5Xyv6yW6AvELovGD7Bo/Qn08Ap/yLHGn4BeK8rLmhISieATawpaQ0CvcRPIo1pvJ9407DuxOrDR4joHXgGvtkowOnT3v8H3DvWncpJvPUvBLVKwpAwFpdsDoowRvMG98UgUGseug4L2i1ooJ8yHFql9GoLVhAg8zpxS9ndbllYjokKaoWjbUlKtY6AOWz5krK5oyOPV1n6PkaFvmS1wsKYt3iLtuZI5mSnUgUfMvEsV4hHTb7lwnRw9z6Gb9VwRQrcC7ofxPWDQ2V29KQ3iDIcscOMzJI9NhazYCd/W/Rnxmz6yQG1eUihpLyFZqGThaLMuqePoqoQz4YIORaDeNmFwpKkqafbKxJze1Fr5NnqKx7OqGqXZLX4WLyP+FFx5W8tb4idyar+vl40uZzMAW8Tk5M8bw1dwgFAHLeBCVxxl+gpsvNkZuoJZG/uvavBF+gC6jHinnP8msm4EL2pllVOGCddlUDcdtpFLEKqo6oV3EkDpis5kf+A0idkayOUn/XEJD0kziUFxdM0CH9N1yNZKROH0okf/7+ywuOfNefH/V9bS+ErCyVcfm6G+DTbP7D9BWuQxPCr6RwVDmwPUn14X4v8+mAGHYfSF6OWI5L/2ofIVIn6zUYLHca3Z/+mP/1Q+30wlK7B0XAF1aLWLfm2gOPg6fuOajt3LDb6t5pa1VQh/gUWTHKnb4BS5B62lETuQkMiSlUeY/cQjWSUPSvW15txLVOut8ca278Kh/ej8sd5s9RzYKvt2IHq3q0l3+5bNovM0Nk79TnM8aVlH4dP4lq6MPRwx4V4hNyu+rEMgd4vXCx+VbdSslZ34Dlpm7RqNocmNwPCzSEmZ1C5JCoefHcn0qaxUKJtuyu8gD8rXOWDWk6dCqsMFZMlgcQO2zNBUUEnLTmz+DhT4f1m17Fc/Pw6W5aO8OdZS19vAsO6DcANlI01jj/U8Etb68Iz2bw8pib/XwViHLkYeCNxVR3zrvQmgOTyMBJZMIGwsggBfHIo4YY4Yn2tQJKt/NeKAtiFGYxpwP50z3rxL67HqKMTgi+8JzpkRTnfKurerVLeWetjpzkvpZkSd8V1zopC3AaDiAZF1DcB8uDQ751y2ugivjW7+dXG+Ya1IQ4UYSI8q7Pyheir4oDRT6lfix0HjTTwd84nhLa5b70+Nm2KxLL59mmpwNgZof69DHhG2+8WZ/mOUKq3JiF7nOt7YEF/cuHdTePur7fmMoL3FPzl3wKHQ5nmMtrbAcn+6YY7UxMXG7q7N+FO3GUeN5ljGu6mr040TUmDQm0X8fKY44bbJq5vqzgiw7p3aMYtuOF5wCnpObru369YHVcpgJOt3SAQXeGmRlqyc6wg+lODqX03yp7fyRe4SN8efNDgp5BJ2uTrBHTDJbMhaJBc+TdlzM0lnB7+2z9FqaScmlmWxJZjeGi2zqsL+Oeass80oMk7vNaNUdz+PWkGwBAyu4bNx1IpEQxeUVmDBMjVKI3ykLB1vrfPl6TNB5f8KuhUUuGsUkAAAQFQZ7HRRU9fwAEVYsyyx28WWVstJ2/UI8AmC45uRlVUNnKXkS0f/hidX2nU2kP9iyWde1yFLz4HP0fKedOH9qLLOmtTMCnKBzQM637dd+HaNEDm0Q/ErdECUSYoL3s2lu2LrKlc+JWwrYp0Jx2FJHP5k+IfmyIO6E5PjZyx4iE0L2G3nQN4bMAl+VT7Gwok0bv3zdnuzCakOjq047bOer8GtBN79c5Q6JLjDe3cl6Htw70ld0MmlWshbEBhUy1x+Ybo2OOIGqsploDIyo4sDhd4ULzHOf6L4iLJEQfAZACUvO6XEO6dYHPgEUDe/HQ+QqnVvWW96cHef5f4hq4ez3JTUJ/dtnCu7DzZ5bW30MZr/Tm3bw+Z+8S7wlqvppe0dnx+kNqeerTvv/Y1OgxkooDMXoosrg/CbT3edpbtqK+m+3vj0Mq8f2KInT9YO8WZrwv4Ov5Iy847r9M7hbdp8QXV4RatRn5yVUy6jI6wTOOrGapgOi+IOLxq+0+DTNlvO8iQxmmkhVITZcDrIAbxRZBczRG4p21U2TzUAWz3A72Kru1ETDKuZw7qQ9Sbo35R43e+5HD3Sl4X6douuR3L52M99jRn4DyGz+g+9nDCha2B67mnk5FAACs6tiUrRabfQfM7vpp3kU0qavSTGjfFERHf2GvO0xvRTO25Ck3hhW9QYFp4OlDQzh+HDeF8+qLc441ldq93ja/HrQxhswK7scwpXu6obqCzBSn8pnAet8GW+eKYDvJapJVCCA0NmKWlBldPwZFWZyApZqiqo8g4bTQy5KY4Rpzyo8K+HZeDi4iBQ2B5kLCBq/Q3leFqsafO4lbNNUHBZkSf2GglvtDIUjh3DK+wOxNKuh5OHQxnlUH0wN3BpJt/k9GO2n7hi2uQMGHxQ1Gt061zJ/YxTBerCczY9oc0vxuEMbOww+FXa8ys2biuXYVK9Fc0rv7IzaPQ+056i9txjKiuDr0+4eoQqwTV/zv6KKW7iMeDT+zrvMOIvmKRznyu4snBAZtpu4ppCOc4DdkHZzyw7i9VbuPGuGGk9Ny6gNu664j9+d1vTg73HHdusI9f2LbndLgoApJth7F7KPW/BZli/uH8JMaG0T7bj4QU4o+fQzBnRNK5uTQokWX9KhXjWbECijH365H0cL79ypLUXOhkihJpyBJjrQ5apilniOw8VPo3PI+viiaMnqB/GhazKdNZ1pIfgDDvJGYEQG6aHTe2buFnACX8KjjP4vP6EByZ9IuPfSVhHTZUrDC/ROeJ0SHSlaZfe01gtfLfiMza2Lldt1CaeR7+EUuKSeiUCiYtLc4gS7kP4SSWgB69cUuJ6ZTLc3bjsEyOigNEOfwtOpqKfva8GtQOuD8Wtac3+MpAAADCwGe5nRJ/wABlsPB7bXQUHCOKJji2SD/B3nK03Gf/pOv4wZeeH60eKg9Swt1/hXsvqJGok80AcHrNn27J0KPWoo5T+2k7rOUSQWhPOT9dfAjkHzZRajAwH1ErOPWIhbhLEyahudHDzeiiF8FpjshlRnIaZNABfZvo5yB0w7WLG4MTitrREZ43wm92XTRzoExzgck2SeCsfROj9t3etPmv87sWFvKbFHmsXwLQEkgwywbI91oMlXJsewBXx5Rv+3sfJxUccWe+GkYK8f+4cBxo2cIu8qKy8wXTKfyjO+N9s97tCKPCt/TwwLkDS3Hn3JCpPL7oJmUwTS1rfjGr+jJ1+IjqcIOivFPMI7EO+aNC7HnUr2DkK6sP/p3X6tHgPBVBogsi5CDPJsRhhB90u+PbyOcDlppbihnHJAmYIwOpWphP/Wt+KsgLE/tyS6KipZgy3InyM7EBgrt/Ot/es0i3A3Hv5sCVMAL+Vgn3p9vVxk6+XBgOMIK4QLV6At4/UWw0Nu7jJZ0iDjHmUkhTv4EnLy5j+bB/5+QkE2I2q2X6CQ+10iPUQEHoeNAZf3uFRYBM6M0/vp5oZIISJWIofkBoyTgGBca6/QCuSjkmF2M3vD5349kei7Jq5uZLL6lyZ1yPUP2RA4ssHD3h0+Hom1RaZBca0AYQc4al/GP7JJud9sMMoyKiRZnrmmI1Et9l1SfORpehBX/zKi6sIyF2lGZcrLwp7y+ei2rlc8GI8YUpgmq46IESLXIRX3+908EB9RMUPcK1w8dYKFFcnXDjSq6tpAmNC2poCg6OrdMAnTwkpWeFCOol29jVOCdXWY4nvlnnT14zhryiSL3zly9bmHZJETMEVuozMf3Xc1stcUzNEzBNl7GGQTUP75bMf+R+CSE3HbBF53zBg2w9f2SmQTPyRpBxjNzVkVxugJ8hqTHFHciBxNiZR9//4JBgDVN+qZrhxf0hkFHyIZ/y0gmYDDAYH7YWsXEyXVngQsbTeq7u9cmMcfGH//8ZQKzj4HkXcVYJTPVuPu3zz8TGUEvAAAC/QGe6GpJ/wABmK4Ci7w4VO+WWUzP3KNGaO5EjUwFUam/DVaclGJul26cc09eh8QC23CDZssUVHnV1lmKnWrqK0Th7VlyXp1JVnJs7ojnRvz+wbY1ElvRe1UVExlL5lV1ZIG+GGC4KM4Hk4QafLbIHZ9s8NSZFOb6A9GNO0uuQ7y0lx/wY2slfdlZA8wCxNvzwBc0n8rp8DAeiciRIoxnHAvIJURK+6R82/rrUCImB2huwI7g6XQ+H/P8eVRuxW60fI2sfA1r9v5Wy9TnN5OEiBbfaH53th1fd8nppc1COD5SRTwWzRRrJzlcdY1VQXC3gs94yX5G2HunsabfDAgo870xqO335bDHP+oo6SEu/ddWUOPiAtIpstZxt5VY2OxzkLwIdTkLomQD5XkhuXvbYLAsZmn2OqtSbX+96T7Wl7apQgHQne1oRTTazCD4tR6TeqlMGZJQPjNT4gBH3BJ+jfoXzm0Yq5unytipAFHfWFpPKbpejAumn39ljYvkzK0bdIsL+P8khNRK0wS544Aj/jRBohR5Plfp7+wGngh+4whY6ntWr0l+V4xEvnBTdA00EXxwOC5EpOt+uDMZH+r/H/8fCNXko+dGlI8qAi/3Qz8xVFwK1glaRMRaIZ9B8OCTEsrU95TcwZ0BqM5cU+DDQyjx/Jvf7oVziPZ9f2buvw5pscxaLiE5oy74siJlk481HcciumkM5BfAm+kjEsdo5s3EDMbzjEpcMUwd9wn7jpcmuR8cVnOv54zEi3uJreFKsTftruRV/KBOs3qGGIGlI/i0b7RsIFIKXUm34OCRz8IAkVrCicdAse00nX0d43z/GyaFUDobWSdy85fPlMeigFiPhWuxc0CbCBxpFHeNw9zr6e88G5L/FQeEpmpTrIDbEQlwL7hBybGlkStZv6E/EMD8YnuTmTjBtcW8FgCE48jaztuFHM6g3iSC7HuS/utZDPfww5DbB189gYwZyak3isARA2n56av7OQClD6booDCLBS+XPIbDuIZHAhAb0AAABgZBmuxJqEFomUwP/+RAAAHP732YudesmfQMdBbOYBffDUD+tkVuDaoPLdGUT0/iPd7v3pB+W28DVCm34WfQu/AKkd6W0gSu3z5iEERwuM109yY6tdPWawk7ns1hl+TazbmoJPoZUDDpVxq4ATFXYHX3WMV8IqM6vWRnmOgi3ecxL3NA0Fs8kzY8XarnKj+o3QPCHI50r2kNxwAUxskkgFkJ3zU+V2UMcUgvECTox/AyGJ5dFSKvY74G9zPOLR6kIBtgx5af7Ga4x2A8AXDsZBJJZ/P3+sRUyvmAoR1p5gsNAlWfH0GNvs+D0BUJyvUulLxqsQmNLk2+OJQu0r+uIz+5ez5BdQZ8c4li0sP8uBb/tSqQFpe424aI5WRdRlTPOGhdekFGrrgly/NB4FlV65Q5AcdCBZyJos0scv/W/hXexuD4WzIOo2sv5YAV7vcq4iabhsWGklzwTuQv/vCeW9rAe3MpAk/l6rohtY9bj0V8sArKjgLBixnT8pNUCbeiGITFOqgtYVQugqEgwWwx/eMOekWcCLVU52IFWOazYA4ZadF5DjiLsqC/ZvHNsmTxgtBaTnbFv7fWOMaL/eRBJpzcMQADP5dVflzzBoZZ1eYA7mOnbut2eyfcj4HflLIN8TQgC3rYiUqGoWY3bCzrqesywEmeTQe7eRfBNxztOHOQQHPL7u5iOwiSHlkl0jXOjarrJla2/YozlUZuDDol9e/YCpWKCtt4uKERWKNa5eyyqu6LC/iGOG0zS4yKz1vTbP07o98o4kMbp8ZiFQULH8mkZEmyE90R2PRw9h7S6GluIl81J9ZS5SBHMUEUOHwwhzrb8/4ZnsgwHgxhO+xvrtLP0aoBUJh95sVlfbCUwzMWIx+M70kWHaFcXESxRbef+ZILH7wjevIAfHC4hjvkUNb6r7Y+dFIaTGfiPf7Y/3wyjmIYgruBUXpKEugN+W1YgMPNPN98eEUlgIB/Um2RNS4BL1NjUpEnsCWnbM1rWgvPy3ZcnhHLNNo2uy4ZxKvADiz/I3BJf8DL/YMy3pkfqdj2r0YLxHb5rRO9zIsJuypXp0Q3f8svkxlviBT3Bc7UA4QiuXW22yX0kCgRCf2sJcBkIedln8wwX7QKWJ/7rBfr2wynwqB5MJeOoWMK2jX6sIjXXw9TGoWRBE9iGoY8wvUxyao3HyCTU2a4tnDRv7DcEzKakL1Neiu+PN8dTZEeinDkp9F0HvxLtOWgbJMjJ1yxEHa8iA6raEa/voE5Xa3946gAhX7qiuXyKrDQM7I5r9VmFmnemPRIY8k40WsfmbNphijLNqi48VEK6OMZjss8v/FjM9UZWFw1y2ycoOhz8/InB4j86IsCzfywZS1uNInFYQA7dFP4lgpCTVGz9VTqbg8MJGKJDPHPyI2ywOHbs6jQgcqoyd2/aayuUiJgDCoQZUPEprihETJdiJcx45h7tvag1yCu2Nv8J4fVdczKgW9u3msmp/LI+FBV61mfv3akfL9o1mRNyBAc743xbaKxYMaCZKSx1gz9q+eZCLZLzEMwbvLVfu1XIBqy5vRtz5sdmeEZb0pCGUNq6w7kSXOhHxf0bdItZG9NBBPKnnNzgkvwRHVtf+iI7SnATHDb4Blpp1NQjIE0W5BUS0FYqICQB0LHcILZcJvcrkLISmWqT/HktRWBGdusNNe9M17FVQQWtqp6IjsBthDIX/1HcMdUkJm0YmgHEMIichS8fbRqh9oJH4y53JfsS2yCE7tcV4loCg0BgoW34n8xcJLkt6iakIEKm7XX19ylroygwQQynKHKQoClu25E2Rje6PwcgKfQVYfStnBv5p4986a+efeJzgVPMGbLurKL7yPtnA0UNTsOvy2JmTkgRgkAhe3ydartwBaplrFtBm6ObO3HD0o5p0w6uEJ76r/DKpNS3DBCFvK4Ht1p0nc6+ARPkF2/GO0Q7B8tL1QyA7PZAYBVHPCQtwD9+sW5rc70zT1zPJXgbjnCQ69ugZl232hJjj/Tp52LuLUDgw1/0vvst67lcPxEZRq2oANvil+VULSe9OxLU+4K+ApERsEAAAQPQZ8KRREtfwAEWVFrYqRDaMdlAgkm7SVB6t7umaPYOsjkBs9oko3whuU/uFvpkj9cWEiWiSRBjyqHGvtUZxwGE4svsf4jUsUa7KK2Kqpj9uj+1KaU4EyR6QIumWo/Ro/jQfSLMiFN7qqFywqSyyQ3kK4LfsN6rT8plTa9MtKHoj50TYN/+ujnIQ+A7HjDD36QFQpIqnevuVrYpv64mg9pLIhNdiacvrPt6KtfBnUMVtrgJDRsK9uJKn9I4/2RIcf8oxAvoyQXxZxz5qkFAR9nfUwDLshucTAWyhJKnM+fQkvjo9ttZBxcLDnF778jssGYogcZQqmOXDcSBMsB4N1KdMxU8LbOpuEXbE38hJTHYrAUhIuxs66QLASJ8kFernTMRx/KjOYEwy3gBDvFb9+oylvbJuYh82cHqQl21ALRstTUZ7jK/QiTw6vDwehwO/b+Zl43mVOwswPgkSQexcNxsm6rGrTIB/QQu/dIWiqLzxxjT1FgxYRPodh+quWmaeX+zHczmgMhGCD0Z23Nis74j/NiHMh8o9fBlKQ81Js1Z8l/i0NKGMchZ0LOg7wJQGsnBxsmQtBHZCWGsdm/FSVsd1td5ETVAFN7KtTDJFfH+7Kv0SSW7EIZ7iloGaxoOzBTJxkOiEdGs3EZB/+738YS6cGC7zpOsDal3P9O7PYpcLcqzNYYXvvOw40Bm5F7QgtPgOKXtZdqIN29ad2vYIMTK7tJsRT1EXMgD4OGyYiS96T15qA6FCnP6BI+7aJbwSbJBJT2tuETqoqGxNjot9/KIDzd2sDacU3W0Z7hwjN4breCcJYoyE2WlyNBLi8InIWqd0k4XTzVdxLepuBQ1lD+nK1G20R8jtHlODFu9Qw8ByCNLbDy0ZNC1FYjh2y/xYyVxVOogZD3ocJhyqAaJn4K+BM8XCgommvv+cOo6elYiZjBSzmz8gSxVozPi0zfZtC4YS6dqdgvDgNQut9HtMtASMWzrBz1RrHVc7Why1k00ARo/Kxo6P5ygGzrIPRqdB7rRgw4oEKapCQPcscv5+7k/EI+OQsCS2TOhIOYnpx7NsnreGpnStAOGuwztinP9ZB6F1Q2v4WvBjFqVwUYZQ4tNKn4M0nAXXixxjYmdWqxLU3wbAC/cEZ3twznfMU5ynb5o2ZXhYpiM4591eLzgMNFw43G8gfttcqOFc+wVhvaDyryTc5L3b0hGAK451oDxBtulH8e++Q8b1BL4IdnWB6P0gWwHDH2D3LMrSH1qDHQE7udZsC9EAa2YdIyVXIpq6J/8b2FaibKAZreWGAxatAjytOpjWLvdy6fp8eUsLJRsM3nk2+VecB8/Arxw0mMs3SF7hK4HGwzuiTC0/56n2Oj57CDwdMF3SqqYxLXpZT3eAAAA0cBnytqSf8AAZit7Tq7ehlWkLBnaNUn9yglrxqprd/GqOysHD9QHpjZ2O9yHZIy6COQEuORZMbtcYugmnkwX94zdixDlnxazMBG08xTkUAgrpnNAIrlALUNlI2FuoJ1iAj6XX1OVCVZRS9Th88uTks7fU9qSx87ct5RfeJWadRxJvj2Aab0HxpJ8aEKCVDHziVU5i86D8j8yEoKkbth0QmjBoC6PbJasVD9rmLQ5dExDu+Bux4wNJkFa27SsvifemachQVbLyzMrNreNrmo4sqvi0mLuE8EEOyAfTDgock1tqWyjbWiGYfHBEQtGVb9OsweCbOaNr/OVO5fs0PtVvmiLfMnZ9BqVqjgMf9s6jTCMf/GtrF7BMfzcH+8T/qgT04wff94ZGxVFXjSzWSHPWpAkWeLh5Kq5SH/t0DfIGFLhAVRzfvC0IMu28aa55rJ5m8vTZ8srwGmAnCEoL9AXxr9rT4+XrVL+v8j5hpRdnnc60N/rEgJTJKL+FCb4CK9syyyc4iSJNwIUs0FOdZs4FVWgnrnT/tN0S4omi5gTfm1mmKFeUgq5/E0vPmvN6zWHgSOfZSVR2hEWdubqfmHKr3kItWjTWJT++ABkMvL6DGtHKqybOQ1MsCyiW5wmBU0LHZcX7dUgLgTCh839aHF3kMrLzSP2wLMbPvflQkTHZSYbEP6/E54eiBky+fbAxCgLfb87ariPHO1Yw9EuJ4IXwO/c2YHQGIrS11THz4X5pGdbuI/CBMA+k7KyfH3J5goFCnoxnCrNABsL/FjCt7JElpspt/kaWoYR1Rsr0d6rFWSNcjwt/0GkIOClTurxmN/dDbhR+LFe/xQSKxoicpXILLdRiD5yRH4juCtPvATrz/bctoy5nL2fpzh3B54FysYmWiUhDzdYOU2JvyVfEv0b+9BrcBBTHZofSGMeQFtQKY2n99N08WdqTzY+N6spdakInga5BUHRFbxt9q8FsaOCd/mdlzJNOGIlYEQUpaLuMIt076Gb127yn/NPSeiuUd1n9T3sVynM/rX3iqmAJBNeu3rwdQjjJBOppTdiQtnF/rqCFlJ7n+6JQTBHthr3bKzA8DCl7CrA0PT51LXJK/YiyGKCCj2JxBUwAAABuxBmzBJqEFsmUwP/+RAAAG+DM+3lSJhEeSMQ8u7M20pvHp7dSibrhXUwMv6BhDlKaejKZiL2GVqWASs8rhDoyy4zoISnMQkocQfAeRG1toyt/61CmkyJS426x7s0RVJC8llNn3qWj6lHuUKNmpa/BI7qWjQROyqs3r0NkBdc7WTXth8BhrQbWq9o1PMkv1j7by/FkRYn10Wg790Q7shy/O1sO+kJH5LRN4LrAgRao7KVx1iPsz9UICmKaIs4edtF5mQh4vnv8ocHf0RyggnaZ+jL5zYEvBcFhI4YwqCdY6qCJ5lYeqSy7Orxi8BmefPgxLhowAOGz7REkAAN1g7dbqINq0vaFiiCTtQxJBz3oQ9tIikzrEejVUD7/xM5E33XUCaGgUlMD67aPCnDTtN3pAII4wI6UHbpagHtDKsJVq8pPNCjMmRJ9tMk7vOVpglXfuHPJqs+B8zqa5uQtXEP5Ei48EF8H81PshWr9lTrNFVpIZHJzMbZmEDblSRAT6RvUXDpBg9h1cuSIwCFzECX4GGEu8NKI37aTEOXYVDW/7iWqOCAuPgR/CKXAO7Iektwgh2dBtGyUIES2Vm6N2Ld+TinDNuN40JyH4Pyx0n7qt2GXJIfslpMyV5FSC0DZ9YCE3uLAa74wEhN+tAt1e6e4nQzSjcEFzFVoDnfk9zvV+tqQ8X+j71Etl5/zsLpOzvhJPG3PcJkdURxuDIzkhdHXAYm4DJ/3bMv8H0T7ou2446BwAkYPcX52A1WVn8w0JJsGm8ntdRR9CAJHJ7q9ilQJ4vyOJ6mAslbfQUHUqNkRaPOla0bMw6M667ZSgxEPa38vZ5q1FuGOYEHuIB0w/1xXLuZLJvwQo6Ac/is8uK40gLM0GFeJMAN5XXg/X2Klf5xLUXGpIqyY+v7csyTMgNlCPpC39lWVGwYkR0MSzKYqgAf9OzEeZcbSrPjH2MBsRI/kRMWo1vnTfvhXQLaCotnVrf07YlJno+6wOyVEBDtXDMXEF8u77tO/Cp1fYPxOzMezMu/DwyJXmccqmxboTCtzCeZpdR/3aixkv0gApTG5IrLFTWIWv+5tzv0lHPunVgkyX0WECOgtP3zAV/MSaTfOhiOcmSaH1nTAeeG3LR9wfSOGLXzdGzp8J+gFfgvgjSChKIURaJ3PS893/jEg0huicTNB/W7CJWmtgV1Cg88U/PoH74SDU52QFCabZeDWlyEIbSCpplg5vp2ax4NEQAur6DiGQNvjFR7WpAk7cIkx0n90ov08QsjpzWnrh4FlpY0Y1yxkkNJuKrcO8BVG6zLxg5WJg+mZOQrqKPqA5GxzODFmV7kluXORg5rrOXgmoC/1+eXf3COQX05iQS9TqNArqZrIM3dbxKGKH5EC6GTEPCwrm0+YP4EoWsn7YaaMNqyr7bJ62wZ7KM3kamB87QlkSh8o2BMqS1Xj1VvjEhhsHPoA4VBZsIpXI2sdNyOAqAaWw9C/w9Yxvx4xLvg5lUrXd+8AOOQvTCxAPMmXDoR97vkncpu3IePbwp4uFWOEHJwzJkQ4HFj3fz5toZcgojbIzBmRoE42QMQ+/DdlugxOvsY+FHORd7KOk65ZnZeSt/HO+FLLXF78d0K/OS6LGQhePiNd4xzgevTNEWW52smZot9f++3p+Gnrw+cAyx1pl6U5TRIFEDhmpswcRUImh0e2xXspQrnjx46a7s4JP1R3bYndh99eVWUVTwStlcl/HyE0bsEWMjQJ0r8RVK632f5utZa55lHKYM9hBFCvDztDfx2hDYjYuo8R4twgilhA9C4hWic+OTullO/vu/9LPPR8cN6PCXUMlA8t5XUz+TCqPOXzGRHIoNOFSBLrCu2iFeNqNt+s1GRriUZ6nv0O8sSMSBYWD6RZ13H1Zj9R50lLNzN4KgBln28M0BjO9m2LSqQy1ZI/kshAIA6Xif1DUtXcJWpunGrKtUQt2Xh2DFs9igqsG+1KILrzUoyNKzq2ILkjq/VpWztvjxD2sFCNVgIyglD31cJUFPv3M1CAdV1KQjN50KYfap/YQ3Z4aC4Qh2Jtg/PQrc6Eea5OWq5AGY2CXxAIFn8LnSozGc2N4fN4DoXsJuUk2ebnizqjnfF7kK7PXj9kpZ6AK7TMnQTjdj54NMYBp28LAKIpeMrwCnfo8m+HotVGC9wELsOwa/LpkyaRjCrtUDkfoQjrYZEAyiQVnl8hfXW0zDvH4RLOnFYcVVH71myr3rS83RoR+tQxJsqzx7LWTVYCe+muy/Z6e2vEQB9thxEqc8eQWrmlnUES8MO6hs9/Lj7LEk/iW5nEzixuFu4bG/YJQS2VEkVtco/D3Py+asnVfF19DJS4DtGdAwHkzgle2jX1fkflxBwQAABNVBn05FFS1/AARZUWtipENlSgcL1LeINI3d9fxrmX1QWdcLE2VUk2witBCB2MVhGsgOddkkjuBmkAswH0vs4O8uLrBMRvK8Fzi+gXMojfCe28wRc7qZ8CUJ4YqbysENUazxtZ9BwBwuWF2QWxjWel/kLf2wTtwFyJzVhKKWc2MY6wMstlpMpEkJbXRJuXVAL2LHXSdFmLkjR0BXmJCHlmkEulv0L83tFwsjithsqtdOfq+ApAAAHsqlf0HOPhQOIRligHhcxlI2K16cGVi4uycaOQU0uWtzZDkDedsx/CCWZsaTVZMt+NtmWfbavBhm50RuIDWJC/fJDD6KfrRsVPG5Frf0BYpNenwrKHGElFri01bhMRSBIb/mbm35qMydZAegJs9FuVJMzfaanUiyQjo8puvTcWCwCZ4qSHiniaaNekHdCeYER3aGhjJNu4EW/bNgBe2/48EtYAOkWV/LGxIcTl5T0K0ONS3eUPkDiUosbe3ZdBTVvV+ll2aAK5mQ9is10LQhGn5Qb9eMBf4zf1HVXj0R1qjJ/2neH6HT60ZEJ+e9oq39YsRuu2c0sODkNi+FyA2WxeDaCROIX0U4FrERneUtiAc8tR4TtyWITcDBlx0prC88Wc7SuupwXDZsLw5NoeC3DiTf0Xs1z/4Vy7BFk2mMe/2zvFbL0opCPaGE1+X0bd5f2pnX6KMlLVXMD5A4d00OGf2byg2VrELPxPjU2wAKFL8tff7/QlfgOS8k85PYlGKLuVFK0hhhsjbdiyzsnhtvN3ncUjlVI6vZltr0e2WQKbLchZ9TF4yMzlDpMj/UVryB8CFA1fuvCuZ7tmxb+7hXR8uCSy3pN8cFWtNwvOjVmMQsugFBWsW5QKjuLiaU3mwz1q9DxcHondOguxqvxji3JuFe23XdskgbMolgcRuGzapvw3XaJ8ssh6Cq0Vg4pWo4Xxr2xXccuTDc8Ib2Rzlxl4malhtp3iNtflbdEP/F5/VtHB2+2Z+x7ek4d9JQZYw4tmIEzkI8Ag/Nk2Le8KBUIB2+Keu0EhO/lHD3GRthP2MT2Qv78zyjh/wbBGlaBP2GwxM6uXs/we2AsEXBkqfa96QBoh17lKvJTWZjtGa/OZ6FNEMXcPhq5QhCyhXyurkwyhU22rL9CqL+Q9ahT8qlYoO0SZ24lSMn+TKvlfjpVBk/30hMWauq/p2yGe0qSNoFUxUrYl+XduibxauBuLfukuUhWfbCvM8VPwDi0TfSm4m/GTBoMTvYxt9xXvD0OnbFjDybGHcSpQ89HFuvvqjUQRrUAclDa+3w5dHND85lkwvBsuZBvqipcvn6b4mwtpg1D/WkBOmMXuTHV5hizDVQbHI/OXKTUHmqGjCioL91CfNuL+90VzSTPzxNvOU7GjytldW71hwBup5VQhA9GIHniB7kGx3Vn4YLaMKpAUYsAj8o8yVHO5Q/ATQD6EXlJJu7EP7rtWhYmX8X0zQ3SnKvsNCkXBoz032voLFYdg52y4yONLRNqTluYS8ecxVegkmzcXyzhTIPLJjVDq2vyAAGWn/yNSIvy6YF4ldBAKAdC/qLcDufM87Vl7w7zhea1zqvF7GUArgA6vZZqcc9+stS9Csf8QWNV4LSXvowW3KzGBw9sBUw0NqVJ51hrK1WA7rBAAADaQGfbXRJ/wABlsOJRhg3kyBM2Hjx0aZRv3CjZVy4ZAVyTHkgBwgnQapo2/ziQjGDNSpzDrNicvAYMCLPabA1REHHQF0+/G2MqVqs4yKgU5ULyjmRqxIY+bw12iqeo3BLmhWvnpdOOAQrO7GTeZOI5PaQ34KLT/CuElgaS0mrWnphaHcQYs8fEuT5ymZ50Kla8pLeYGYUwrqO6+coDTysTs6nSAUvhzqMDUxGvAcRVxnGF590IlgWfwmTFPR2k/39hNOUUe+emLnT3bb7XrRILhhKj9lbqRd7//cvt4CHn/w4hPQ2TulAvbyfoWuwWuHQGpBNKUXeIOm1LqeD9J1d9McPEhh4iLzRnfLVLdweE/sh1/Oe0E7DJVqwbA47Ug1/IhFM23P6J9+2yQdKgemgaAr/3+ZXQJBFQduLJc+cznHwF3da4UB8PaqvKUwJmhuzgRyjQDMewx9JdxWggu9IpI2Ki4rqeCLHkywxuPCLK5GnpKJji4BmelTNcmO5H0Qb/abvpyjslyCLLtZqNwNe5W4+sH7EwZgKmiw8f1LPfmoqdRtsmemqmZBP0chqZVULjwGSbHMGxzmth9B9v1Ih+0MKAhvA9VZ9wBEqvg4y3n81tTkQkDDHZqm47+btRREn06BL2sRk9zhfa8zLA2zv/XF8d+8fNKpO84KVuLRb8eMdVYRhfzoA6XVpOxvzUYoEpXRz2IUi2Zg71BIGc8d9Yv35KJ+WYF9qoTPkNxgmG61rPqxBsZKxTCaUqjQegIIDtH1Z9WnJ6xL0CbLhQ4uSWfI9hDatYw68yk7MEegSWyWv4XT3icQJbOY+Omb+3TITsJ+xgL03fL8dmaBvNrJ3xdtF+D9bVxmGtmeo9fh2AYKFG8bm3tOJUFv/Cv2PmrLs1ajvqW83cSbiiFFrfIa5MBrSQgRNpMGnN9HMTONx8dx4UfPxuL/rUY1ARzP0t3bO+J/wcbGAhmTMuckX+kD1buDEpV4+uIwgSYSMlkDHQ+wFoqSc90AEkDFwzAM//rqifP8OQ9sqONEv4Q48/269tIhdFw7/06A/2BBBdp1UwKgfiYKZ2RGiZ6zUn9pWpJI0zBueIT6cFa+d0Pub8S2ZQsO9h415Qbf4JUv4/uMDqK6IVwjUMJLqbObOpgjnOg+v/ayAvPqwK1gK2QAAA44Bn29qSf8AAZitzFPqH+EeRSTIQ7pqzlmBZV1sc25G/quIs+wqZ66m0tC7XTP6M94jf+zd6OffkkUiLiYGS8SzE6iF1DopQLlNtEwre/HlaTxzWR76UM3qY1hV4yNRgKRezvSTTIknWYmlc0njyiQsNGnjLdUK30gak04Wr5tv0BwMl0gzp60sbXGiTPiRcQXfHSkX4VOAck8uWwVYi2HBw4aGEB4d35iJ/i2fCrb3blJK9hUaK2RNf58IncIWqajaKpFyw4x9t9mkEpQrThE2u9BrgMowLaq9o1RkhpstBiS77cZ1CUQ/uq/GpttetNtjiv4J0eH47Nyi3Qn803ALveGnhjBd1nWjBTKtP5FP0/fWOpGsqGq8qhJYNh4oo+NUYEo13vyo8mCcO2L2heHAWUReoXJC+sZ3JzrnrkWCigAqh6fTgeTI0ANsnQ3/Row/cWjCsKnB2Y2ilLWqhfz51iz4AEcGsFj+ZjIyAHw7E5NcaumyAS4tEruL6/zkghvTsa3JsOzB07oxs85yT8pPbBbn0hDRKPWva8lVTohI/hvVqIa6i4P1vmd8WmhnJeCMtQteBN3sqPPae9z7CSn/AgJ2OiYRMETesC8fH8h4FNpS51MKX/APIT86wUsrGVZZ4w349NpOrMuSf/7ft/2VhT9bofpFeO7/Dll9eIsT50IueQQf9DUJ9DRLzryexzRcRvBtDnl6Gmrzbmx5J4N+w8/3AF1pQcmRjL9F7FLEWffo6WhxeOFAncOnYnFJ7xjQqNZamp9UVIy4xryvXFiBuBs8RTr4hURktIjRjVKS6NVerEXEn93+pYIAWT9qLtlsEhawN3//Y4VSVW5q37//kyWRuBkKLgOO/bB55n2EmtGLn2PpSLn3MfEZyn7c/m9FlfwbCz7d76ZHiJxVMbW/Yt4s2LWPsN9E8NzWaEZ1shyLhz/aRzco/rjCnQgLUnfW9Dk9S6nYYYHmV7Q3LO/nW8pw1oLgwsyKhf7vxGmwJ2KpgzKEBqTVDPJ4ymot/SO/UbjHzRvkMcl3DcckQ6voxc07x0ob8WQvvaNLfWkneAdjuzAUEpb26KDFq6Gmv6ku33AmMH83w5R9I6fUj2jvRtT0POEVDz5dh6cZzS3FYIjsaQbvv2TjGQpg1mYKiJ/5mYWycQMSyiKleOiGA9FNURaposE3DCaE5MD9GCCX800fxeVAQfV/zSLgAFxAAAAGn0GbdEmoQWyZTA//5EAAAcXyHHXqHlhRv0q8GszlHnR7x4UoPJnPdGZ2qT7SrWRrqWIE2VmWAU+6aZBSlYO7HGqRR1gZnFFDQ/ScA5aBGaCs5qtzqRo/Qv/ibxqBDAHPNuX0k+VUhMSv14wC8jZp6BLlqZ4pfHYFsyVDTz0HdOVV/9+lpwrHFrN/dZULAxtiXOcdv3NUJ1iES67sRx0No0+CAGatma5/c3F/LFyeaJIGZV7rVfXEQtcFfEt28j21sTkLnLPsaF1tAeV5ofocuRPYiwaZBx9Rk7+lzAHK5Qwsv0R5Yn5PoqWNi0wyHgF0mosSe3O9IpWESGntc3h/EH/9lPpvmWMiLFolsL4Mv8CkoDq6ERdWPwfJGCbXnmNv0WaG8My9EqH0xs8GbC4b/j+HkWfIYY+eJIZfR/E91MzgtHQ29Vqf8bTLiIrxqEU22+QeM3VNlDRXti+E96GTwlUN5TwanQXuT9/7qjDYnaZ8UzNG4mdsOL9a1SPjiIZ9NDu58F69z/oUqUuSbcfKQtf8lFE4S82wSjPgXjMddtE0pG8kylh3LVdeUiEQTP5dqpASglOp3svXoCim++7QVhwCJboGz41+iPjR8SZueU4ksgJNgYVHeJt8u/UnaxmPGunUvTa/GHf5f1zSWuUV7WfdrCRaphGBXL4RQTDlle6WcxDyCdG3wrXLIQxOHcbw1Uaceky6bCa+F///+0j7e5N+sRh/1421JVAodnNcMAC2zJDrjQegN+pQ4E0syad4x2i7ROHZ60COGRsdLr66ICdkFVrcjn2jcJbeXI4aap30j/BcvuvkHbgaGAntXNm06W7SK0y0bWt4mRnzkoMOTyxg03lxtEaP5UXxInMFFvgcCvSyLw/PGuJwAOb3uK1+0l9xbiVVI1D5VAaGh+pKCbLbtR7H+UnqowZHrSxuUYAAeaJ2GcxFCMk/vtshIK8VKl69hjB993Fj8xPjYoPEYdhh929PaKY3ot4kgcW/DlD2hYgeymX3FuC3hz8K5oWvnFTw8eHqax4zNUbbnU16Oyq7UzqPTyaLy8uFEaV2CqrJ3IaYuu0/ZudGv5Xx1VBXQMl5LUOioZXxOxlBobLbAL/wM7BLZ3TXlDwB4j4SPJrCqu9C0PhHuAs4VUZeGMZKopFg15hSpZcomlGpl+KRBSA2FAsdL66m1wHofr9Xl3+XZN4C8RJgjft2dsByla5mymRlB4DLsuI5MprRZIyPOi+nxXxKnIOdMKb9ydrxNpH72eFojYqqHRvhczFtN66yJyTKdAD0hydI+ebPzhIQbnJvQtNPEog899J2XCdANCdG0MU5uBk0uRRJNnD/xpcVBgDAnWehRlF78JfqDFGDVvcKIJsYx8Y85LDNrgXfr2AmWP6beLWTYQxO1wxiGdmn3g6dD+aNhJpakhzKE/nWEr64DxlvG+Sdd8LMTCo9mu/Nd8gyzBTDqTOsVvk9gtRSxZwzOuRLnEbe0INl7317pp9mTOK7o9NsF+gEZz8Q15BZur+4Fpd7I1Rmo9h2guqpd/OY4L+LbGn2ZJAKqdomoz2ULBDO80I560isMPMqAm2ZnZxTTY57jqdD+Evu4DPyR1qxWqZybQWyuEAV+oDG4eGka34IqzHxtUTEqdpFKdXtsy2Sd/owV89MmSqcn4RGgIg1Ak5R8OPy+gRlpQn39LLpvdMEC9FxL4rHWl4cYBq2mXhT7VAAWtHNLgQjmgjGSoS8NrJDjnfogvYjjbj/BXI3ZsgoIkd9g4t0XyLLGNYBcyNZtii5a96kbulp/8iC59t0b1w+0kvWWgUzD2Qzr+KxVBIYYuEsfq8g/AouNTBI0D6JEH7w2iQkE74bI/5WEbPrDBo2tnchu5xnLENgbhrjiL7pN9LrKhq0zGCeYUaebxSu2CVFC/xawAEpcRHi34iSNf2y8UVePtHGcs65YDhgCgPZ2E7s8/KbmFAHK7nUK0KrmUZvBHcIn+SMSElFpuie1xiM6ZF0izGo8iLCMbaf8XFfW5ineo5eKNInBs8f+YK/XKBJPBYmZ05lCOCmEBlCQkUuNTzkcY3CySdI4cOES3BEZ07u1vZ4KIohX/hYS7CcP5At4FkjJZtDqpzIYF/4Ac6NeZXHNNxjhaRfjzFKCM0cs3urqLqFNLjOKjU5pKnJl9TNa+nBKplZTwcMky9wZP1IaDgkzV/BPlHjCAwimmuz2ja93hEM8zjDRg7Qn/6bVAyKXID3M/f3gu2hkb4Fe0NamWuehfqHc9gl4AAABFRBn5JFFS1/AARZUWtipG3R7Gfw1dEE4VhgkdgV3tKJuV2AQW8oXpDnbgriZVI9iXees0dTyU/CMsaWHXJoQIxP5EDaM1nL/U8zq0zDvf2wS76EHUq+lUydhsnJBbZopLWyelKrN8ThUtoaZVv67Vo4Be4Z1lOKZCv10HIAkA6GUPwSa9gNGPTRrwe7XMH+dPurqi1OU+k23h8JN3gSuRc+9o1jJH7ZTxw+Rc56ryCCVrnRnf+LFjdJo3U7GjvrlfEgnvXQp9I+aTyRWe0YcAO3yAFrD4dQDMsfUsZIRkacgAgKx8ec9JbwZCOCATQ9oCSqpOMuIgAPZdqpmbU8+AxOq+9ajATBplwqxAZe3pv9BTZ+2AM82TnKuNph4hTgKGUw/6Ye41l0NTQBw8QXkVBd6gNY3kKEwR8CCA7B0A8VGE1VMOluiQUBlRrJPXxpKUQWDk1Kc+syi6miwQwvJQUuf5v0Q/HOPIISF2m6KlhbZWfwGhI9WpBNpHjvmeyBvMLVzsh3Z2u1IUiqCdvaR1AInN6vmt0t8VHzClI78r9UA0qLlmxFnUWDJ+vUgtdAf9I+jyTZ+lSaYM7YXb9hVeAsTwdx2M+bjLKDKagTODVQakAIABvFUhvbp39MkJD1Px75CbeuOOU8A6kt6DCapS0vg3Z8Gj1/bF+t4ueRxZd/E+763VJbyX3h1FFjHmrq2GONPrW9Z/m5JVdTuDcCrt3upJbJ5J+O2JSXXYBmuTRg1CFyxXPD9p5Y22X9wkxBlbvmQJIz8KTugW7QOylTITJqjJJsI42CupsG3BPtdRahkjGY0wIVRTDB8aTNQWKocUsfII2MDYekEqXAU7wWWPtEot+gO9VHih9BbHScSvKlnxZgAkodlepm5qxNNULEjLglnHlwctlzJe/Pgh53Ze7SMRpa07YDATsVjdE/zDVz41iCyu8BDcaLwxlpqkI0LYT+QafvupySruJH7LwvcNYeKZlyNiWJvv0fVw8kiK9LpmM2axt+vSIXqNOZ4plgz0zF8XjEyXutKz5B9rS0ex0zqzFRpYOs8m4SycFFLIu5p7PRWt8rVQFwF/+jm3cYx9hZyoFBVDHJEbN3/qZRjqPgjxDlll+7W+7nJoXM97Jqg9CGOL/+tUOueC/c1ibgxgqZfF/ax6D63kAKC8MGmeURPUbNZXOkoKKutxmIp/imCnOqioXawYDaKkdOcmMfJKicpyDe6rNRN9E0s7OuFlEcL3PAZFn92V9/j6LJiDVxp5W4fjDJGUYPJeEgt4HXpy5FuqfYxHeySNE85xeKZ/CNqUhfNGRYDE1xTqy+GEp9LtvbzIxc3KRbmb6XnlQnBXEgVPWal7BQ0PAmHBxzMBwlkD8xqkf8nkxOQLuOWegCsWYY/kg2NPukIQSBeg8UTw9iQapc3U3RpC+kqOdmDTZEwyXYagz+VQGF+0f1w41V8wVl0Y5sXtecOqR4hXICK2IyufSBAAADiQGfsXRJ/wAAx3tdwYgsFrFAUMcKJeJJIMyGmmDOIQ6dRqAvJgk6iSyj9a/OGhd8zyEDTp9ItCcgtNJsjWLsX2eoyOI7ou7Ugla9+8QSfdti9EFPOPA2ISW4NzWxEaXqBISj0Djh5HhjNqR6wb0PPAs7GM3XSdZo3XJT3dEHUFDm5RiI4XJQ7ULZMk7aGobj2W1nM4vmcwyCUBgdGjJIOM3bg8hrhPXbBWJLBg7rwczswjoRdZiYi13JNoJF9pQfUL/zJ4mQZwBo8RP2hsf9QvOqPUuiFAAbAE4YkDuKR+hXkt0zjWeiuwQtTjt4VgXWpb11cnCtJq1rdd7exLxc0XnMVtqFcl60BbdY3cw/+henrHJ2q153EcEWQMkj7+cDXW+brKou4C24/xLWopJFYgXeLq5ucoFovQ5NU6qT+mPfroAXPGuu5xxyH3TKzWb/4RTnRYX7jdDWCdUUto8Y8CD18JQp7MT2a9AbKp9Uxco/wuOs4789vxUuweNsB5qyRaWnsVFOe8+anGPLcJ5PY1DvmCc/Zk1+zkxi+9LqUVoTuB9uT8B37jV7mHEAJabyJWKor6Y1KDOsI7pItpJLmrKGzR+67kkT+IvP0YcEUT6Dv1v/nLMneu5FFeoqNAQ37STjx4eqkzTe3whr56Rz8shJfAq/bmhOEXeaM9uXwEw6u2EhnECuOhmZ1le+rENk15jSSPLhqnp3zvUap2Jdt7gInyp6beEmOD0+PVAuwF8XvM/SwpzuzURDE5z7NTTeiiqGSp6F3tbug62gVWwafhPVvz6ToNVsIea5fo2kMJXrJjr4wnSRRYOkX8+JGoYGPs6hK/DT7DgcV3Sc9R5Y70wkRGrFRmIJypwdnUGvsKJE4+VVrg/ikzQ057gYKJwjiPIQBPzF5dSCZInbV5TxBLIKzvTQd7E15bezaSmF8rlcXdPsGPzTnlnJRUXu0Ncd/M9vGrFPuYv7Pi2DdraYheOX9Btyid7OfDDNTByC+dx9JqEGN2sSJzbGCMJulJyDMIT49yXwW1j7vsrP1ibMGAr+VCe/dQ8oWfsJEUABSKC5v2B3hRu9K9mMsZF74Cyi9rCaP09UNcSKE3r8E4yETQVnHnf9pDHDKsX+672/DdISKHLE0Tb6wOb2A/9hUO1H0okI/d4B+X013pzc/D3vfwkZ2nxPs+vhBWI1y6lHO7W9FWVtcF9uwAPmAAADZgGfs2pJ/wABmK3XSqhC5xQr6+dul3+EooZ2DCs+YT5r6w+1TxS488wavFamPCo8Xt5SZXPeSbCg/XAn6oO+oMFkE8IaDWPEXjnwq/tjPpys52fVBRjWP3RMM6ZlEtpIFJb1+wCC0YBPE9i+ZnThj9S0GLaXN6VWY5/KyrNPC7U9VkjRCsPchMCv8K75eSOdFVkn8U3T60j2aa+1givJ0ail3uQCSvQw8mynwxNUOHJXP0fhQd9aosWHReDYbpiAJjvewKyTo1e7J0iCWpGMU+xPpXVLOouo1SsZVVoqOVaIBDzjR1kCzCkJcVbAVGU5s8mvC6hG27vq0z6kfAe0ESU1ylnxmPik3EeA6Ouhlzn/ghjkYbRgp/8PcqYnBRh629dkX6hAm0KZlxkk49k/e7mCPe+bIDOPpDEnpZloBMCyUwSsBzbCsS5hQsxmVbnNXLavk6ZXysjyLSCBJg2upPcN9ejGDq9t34OdeKhYyDB+u1UiXE6Bzk6yUi/ISZoJgqKuusxM/Sre61siC68N3ZF6T1Yn/jBt4slCU26Oia7Fru8gH4U2rIArwL4Zw6LRxtcRqLIbXJxcVy3sLACE4mvw3ccWtI8GlFVIoajAIYWkNFjRdfmSnlI/ES3n5ehpJpU1GKKtfCRjSZxGvLoWed62swOo1QMLWFwPfOBaB1RHojetvrrMoCpASjvpywbg4DL/51r6kY9bth2QyfVKzzL5nUyI310W/ujlG7/wTLz2TYIlh8ZY0Vpj+1VvMrAEepQ2sLAY0fL4X0FcAz1jT48JpxeH02VIExmfORSAz4Nt0LANm4CryUK+6e5fy4ya7sgsRJMtnbG0s+GbY3A+iZ8QNZqSu9ddQ+2vE5kwjVxC+Ql4cedxkpC+gQz2uiJJF4Je390znnwAS1eJRb4qcrcKN3adRk8uaAo07g2aZwMrn9eNAkeigXGwBCwqjSRm+8E6pfr4embefgTcAc7LhB/EIMMeb2kyEy6zgVxyf6cgyVfv8B0ol7DQIMTne0ME4ASnOXc0AP5HHRTtKKmzjI5JiIt7imY5I8+kKgZOeP9virzwrzu/wqcl3KwqFwISCJ5F6i42kjvQQV/c6aFU2KG26x1LXC85XcbcVaXn3e6GbTOgog5FK+OGUHVJyd0qftmLdPoBcQAABYVBm7dJqEFsmUwP/+RAAAHE2yJr2pzWDVcwfgzznnwkBvuxkMlkVH0WWLMAED0D+OiPOVfm1JLnQB6YEXn/pbKX0aOxG0cTFHmGbBbejf8YvnTWbEscsTbI3sw5zxfOJc0FLNofmq1DJROSO4KsCH7hKbOJ7G7pC2cmCsHYrefpaQ0ZHMxDeoy5DFVZIma8IWZzj11x+eLajmq7d2O3MeL13uJ+7hzSmSTdExXMbLGC2n34J90uHN/H4Rzgqy/nTEyyc3nLbdH6vB6MzaknPINq8mzjbTt+QPbdGyKQ5SPvNEQ407AbdiVL08soVKLdVFNBkM8p7u4aeq5IW84z++JCEeEXiTGOTEgnaHWTmymfPEAylwzFvJjSgI0K0NpQnC7m/58Huu6HZ+I2TO12QzMMXlZLI179meEd3EyiIBTF3p0HXNFDL1b7ThiSeJhNbRVK5QptC3EFiojJpDPZl/W+4gU6HotPCdEqh9/1CaZWt/b1bNjoDI/HZ8ElSnGrYKN0Howd4Kcv6gno1cK+vghMBE1jj6CrEi/1xyUzwBzramOuy9wh1WZu9TsqPMqehIubHGI+ZfZmnr1aaDtduRGr0fS3u2ZG4Lnzxa+CqUhfuE7rgkX/k1KL/FLRucQVz1OX6qHF7aPfSKiSiTToBmfJlyV1yUNrPCMPyouANuGq8v3JyENolmnb1LglLZXTpgHqK3o9wfFVxBmjszuFwCuH26Q0QM37APObqZAwvTfzmX5W4/PqkpdwTUPvZGvwmGQJ2yEg5bDlPLb8PXZhdOhqKwqAtDVaORw3MTch6PBrCQu4Y/JHykxqTL2Zv++PHm7RNkypExlfbhNc/Wa8bI5zVBqlAgJJLpSUGzLATBTrZRcLlGsMGqevSCDfIDymdqEfc1zTUQQPB0Mrh/EOoTpkkiJAFzgeC67ha2owwviYt9mnU/Vr8hb23MgLW3RgQkav21VwqiFvUnzpvAwS9u/1p0D1wyrNQCx7SWghPmbqFnyRqGJDitI+1BgwFC1w34nsppSC4HKUC8ybTVzCIdD1CHyGnJl9WDBGwmvoxr8n97yGXARCLJKB8UHrGLXCX3DoQ1ZNkJDYWZfoX3oRYzaY6rnv4mRPL03o+TcPyL/oSjYyOhuhLc9S9EvrCeDEAkEYjUWmUazyfFEmIT3q8C8CZFUL6C9E65AqDuCvJeQ2yQUSYp17o702O5b+0ggC7QgIhETAxl3X7aCLwFFCOgePLRqoQf4X330cbOiGfTlNXHzjfOANRbcJYokv78W/afprgLSYhlbCiRG5tOEJHKx/hNj7RWSrb/LRW8jZ+Cda50wCx+Dfgi4TqJEcsCQzw7cufcfe4LElQIdzM4VEh07479fg63OH4/4r/7HbRv+qyH0NAmpWiTRPq8XeicDnwNev/jwS6zpdUYQpyAj6JNsSQ3+Wb1WrXSm9azRQld9pAAAL8sEZhb2ypDsgaQXf92HBuBJbLSrN06M4PQGrlyVjnGa6DomE7bnZR6WX4gtVKxXZA6Z5RAJrfMjMo6qt4b/KbXpDeelYywiL0U8SvBQYHByg1GvLiFj5tPTFJpJZnNRDEjxWO7t825ljvj6l9UbqB6d5SNzFMZStoQXZ7Pj8usmd8ysxwPkDYwBSjGgvMNkNbNFxac9xN4snhc+wgfNOj2nYPg/Ymf86N66fDvXrK1Xqcbt25u3zdDJik6MFbM5Yr46oisakzvvrA6hBUpsrlmZe2Pp9sKyBxXw48maC/IkUY9QiifAm+7OfwypvRfERxPzQFNCVLTLHAWY9BmIOY3jOsqGM4c4asXOkwUFe4u/85IHkXcb7LR6GMii2fv+9PuLkN5vo5lPRhVRUXwPoDacqp2jHVLYCuQiCANYbV+O1d1kAAAP2QZ/VRRUtfwAEWVFrYqWKOiollrNAfAV85hnsE3fy5T/zXFWQKDZezVBrJ4KGwwQ6Y96LnP9exJ9ePS5JFBWYLo1MQkZ9abYMou3u0epRHlPY+E52qX7doXWvyAMEUldfxNol+lMdx+au9kIM14QnCNMFwzrsgeRWsigo1fogUuUDfMRLrncdThG41Z7YLykfbDC7qq2bDxPWKLGKwG+24EEx+Q9JAZJua8rkSGoBBlDYNHpoq/6xe6Ah67pgfcPSWMDErLXbIKq0BS4TnseJYG9CBngsNR2WmefbuHWEg0PqUxNPqNCvBuDdHeAs9bHaU+4WbJcGcVObqaePQ9S7BoqRU+2ReAen4fv8/btKD/K7tDO8sfG2cmBAZCcqtmN9G1Jsglr83hGzE9hScNUgcFU9tFkU0N7WD5pKJ8rWbv342379iSXEjnspkpwF3HgAK0pH7Vor4yGBt0IGCs+MQnMAh/w/be6UKXKWwvXax12O3pS5W/ULsydbN67kGOK4Igl76sKt4WuNVBN7BdUmGP46fuJtC545oVS7bws5opReFKVcteK7a5TYW01U+Ih1rg83f2tjngGqMW7P2gndgiuYCKEHEO0dSoIzS6ITk/VXYNee199MLph5afdrj/+L1+YloUfG/KHRalsSx6yLbf8Dhiwjn3PNMSokQxTZsXXQXrEZz6E1yM76Ffr9FILkn8wq+VMnFV/MlnD01JiS/N6mrCTgTsMltZUCUgrcJN6BIp6o7LO7+WfQudd2HpyPJvNAOcS/VefpLPuD4Oz8q93TZ30KCDlyX9LH55NNc9LQuy8vC18z6LEYu7fxklAdaxLvvu5jQ8zzH24Js2Q/AqypQSO5BgPX7ahK918H7o77GdYFBfrdS79j2iYXW6UY7R8QWFgYge/OCbHvDTDB5fwdQVqzFYzzJ1MZbVf8FB3hV8BFr+HB4WjjktYTEyagy8Ao7rSMeXpmnn2gBXFmZZHzTKofgEzH6tmPB6lY5D+6oGzQTYBslq2ojvNal0gimBjzIR+h3KKhBQKQZ4M4t2TSxarUWqbJPpBANOLA664TEX7cgpVwFSgp2d31QdWMV6TUaVP5IsOuUv6cGsGFCeq4wLwxFtH8C928EAm6xHim3MtHTgljpbhokQ7zwol1BxRhuDjcqdgDVcmy6GxmYvUsBRcKKBmbao0P48LQJdN22F/6576LVm3g+UIpTqIa+iVMZbpLPy/UPz2vpAZ2rB3c9WYYR39FpyNkrNN4sgAR9FWRZI8CDtdoRhPwiun5kchZ4FOp1IW7T5e6v13lZSOm4EYHGRzBmz8EWS59I6cBso76ClD7nHkeJKul+19x1Dthyh7oAAADVAGf9mpJ/wABmK3VysQyOsEcOhp0m7rQJtERfc27dzxeFZ6ztbSn/f3NGC/TXcIxiwtqHnCr0q0WHKjpzgvMwN7p2xl3GtHdbR7mY3qMY+7r5eQSv1RXOPsl+1jswbgNDxWPxZ2P9SqCew+fNM4Qo994ucIhjx+4NpWocxC4aJSZggAHuKmzhv3yoq03FaNBU9TgiPdyCMhmyVbtCtjpH+zfTO04NUpAk6kP5DnZ3TTSfiyUnxUXo8iuZVx2eNqi6zsi76zCxx+Xzymf3WXJYclAJ8l/Uo5JSzBtgrZFZWkRW82j9Bhd6BKFy96g5jMgMkvIhAiA2f7GBSuntkLblrxtY4p7SdY/0tpIEFQR+gREYlaw6J5v8jiMogKz3b+C3m8XT+iDjzpW2615kKvT6GZF2fkBVoT8ehQAOPYSZPnrvpbyU0G+VNJ393RvDQkJKr2F6IoIKDZD6Fjkfzi1OXTCRmr/M0ENScil56l/rNmwNbrgCv6YbexgA3aujdfOESNLcNeoylWLu7GwTqpwPApCgspJqhbXtmNz85CJU7026T8TkOkMDzWIEukNyzfcFI+3r1xDS8ZgrCqEEcXNO9ZkCDvLqkDgXsLLalNuKgofDxdA8CpD2amCM0fOLoYMeL7HoRBUStxvLF3uz3M176YLXpQrmIn+R0WMmS7h3XiSmgFVBDMHMQgmsXxMIOvZaEvgSmEijuT0zg7qsYqPorHs1DC1M74O9LazfkknF/np+W8c90odlj/7udwN6bEtl7+gE3C3z20HkrtPiugQ3QEN6xcGgSbJWB2J22JTAETZLWZ/E6FMZdugNtbz7Ijl/eVTXFswHuFDliqZ0jkW397CG13olgbhohtUZyUtUkLdGop6yR3+3im2793Ct/sSv1YBc2RR/okjuJ5pdYkAAvPR4Y6Oxoj6tuXCtqs+2MfsapSgyXBIJwbuwwTsu7CBeS4BHW/eDP3ACqcBVAphltOrT34h1FBk/qvKwv3ONZMGbbTGLhC5z5v3ytpkwIQNPgRcfPd+DgPJJLBs7lgnNwm4VroIXHwF7/5P80PdlpvWEOiXwLzb1TIUBucoRGuDQQVl7LuaNHF+sJddGkO/Pf/GodqDFvPgYcHFxA8OhNE7vMAqYQAABetBm/tJqEFsmUwP/+RAAAG+Cs2PZjTwpA7ZesIe2W9/CQUKHPnzn5G4NNFo8mRCREyVdMoZ10k3l2EiZxG4Vn6oLtEBQfs2U8h0Yg3PNkNO45uEGzgYROv9ErXdAlm0IEboCs5d3DdWnEn5ImrR0xO1rejJPI+Vlr2U+0pYQkLDV6la4i4Bu6+1cHE+JX1HkvpuZnmUP6rL+w8WPoDS21MmIYogfzU+/kI/4hxoTwxY6QFpEmu44Olkbr3RLIRKHbMKJLqv0b7ELXSHtq8HO8CyzF0LjJRp7zpUHlDMJERjSZZ1O+bbIJYxucYD3+gJSQgL/CNBxfVFsjAJEJzRX+50LlXbPEkHK2wiFe7dOAnyvPCjyW9OrLzbjuMFNzEbEbAYmPbppljkAIcVE8DidEwCf9ZupmakAIQVxHwB079xmE4HfaW5/Dbt4tXKgLtOKAwhKy3ms/m62aoCbjrTM93SJTmQ3QY3ceIat/kENGS+7o9kFN/RoF5rkbAtXl3NbsG9GP9b/Co2Bw0nTtAxBs/+JrG/JRvH1DgRMsO2iNID1lKf7hijwwz6XYv2FAWJnZF6uEk5xj4IDcxcn+rMtUFrSrXscEx2z5Ux5mu/0+IKdKy7f2sjpyHqyBNLAsZ7i+eL8tTfO+r/FVguR/httbB4Tn46UAgDwrUied35QLGMX6UFx56F0WD4/BcgLMgG+YMAQ/w/YkjyGge5u4cO3glKbtdrJ/9K4drk59TTnG48++RBxfp2uDag2vZuywuNO+Kh60db0N1E/XjH5iGPPYP48f8AmoMPkciCnkFp5z4Fsz3KxFuPO5HHUzQhPahOCCD4drBj6o3LR29rAIH9RUhPQ2VQm79CQjSe9/ioiCk02nTut+S+kfWZPST3MgOJw3PArb7mALKc/h+lBkKikTUGaxCWeVvXRLSfMM5L3fdpk0Pc3vJmh1eWPJsKcb8WBfNhRqfqNKZPOHYPNlnSb3Kjzt6zSotWZ8KSB/ZfqqAx2L7jRt0woll8SOilEf1C42WMmpN5PwFIGky3BsXlVEskNE1R/COelRVzTirZ/ag/5CHNDgGFoN71gPoVVnDHYvLzTCXn4XxGfndRVDU79zO1fbaeZJQH9m62aLFZIUu7dhBz5eOoL/doUxUb9BOVwMM6ZLCOOXSmvtMxqnPsI6kGDUAgNKEnQ3AAOu96Wls7e88Y8jXqoep4vk2Eywy65oukZjvlreQZhpro1J9r39mQ7S4uOY5ThfAuG6E/oy24Pw1A5nTbcTOAYSRnupKaiSdVthV+ZWBYxEPJWavydoUQDwO0AuUXnGl8CK3KhhOmvpUKzxLXMARKH5W5QWLiUYNETsinbWhswOcPXiSQVwrJEUPzWcijDomh9SSM2ERcg2K3vF2au0j0nlLmEUcfIdyZymIsK8EIhGeIpYEiB5fediqBHw5+sAYIbrQSJyOzkE1dz8aNy9YDCcpr1pcXPTOCtU2XYm6oQSgfIIZOLWvRA1t0N+o6BdIe17dhkJYQ2T5xt9qROt6FnSgoRgaEIVW3sVAo7ZUEgH3Wm7hxxYxttFt3Alr9zqsod3y5JLznXVuRF0hPCYQBzqI1dblL5xuE2wg6eHFc7i0h8W5NmaoZ4dW2cHukUyXWnEt0DukATJEYdQ+k6u6BsH9CasdqEAQd9b70INzUqfXZdM54plrt//QuRr7OGf1DFlKPZYz/oLcISlU8JKzTnVaOthjHlVYbU+G3XGiMYWi1+gh07s6uXwblPZ3bumsvwAzKoPWDykIiUd3fVZ9vHmmWx1wRWfOPI8r12O2axiJonzGzdBN4IJmayTQRFpUDWetsALx2UE8sfJRe8mGtdRDT6rN+2ioMZXp0xy8ST1kneW5YYVxH5QPITiV+Q4TySeTiEEAfkn24TWfOLsr24Y0/hzGEwvxDeRcIRZ4sUqQYhOFsq0d5GByfsw3hfIalQFty1zscR8gi1fX9qsWo0Y08/jltedFSME1Q3JiYxj9IsC/0bgLgmRkuOGPH06iChZUAAAQjQZ4ZRRUtfwAEWVFrYqRDZs+29haFqTVZaOGSnos21xLuQqzoYzC2r1bI2DOJC0cXs4Vfy1dECcf9Q1oIfUl/bHWpifsN+I/rvwHUXJJ7HBN2QdwQBNm8jroZn65l+OhPw0e/Y/Bf+IDr2wMc44/fOhxIwFnVfroo9OxNx/okjF1f6b0JwVeBv8/bFNjjaUGbgZ4H2XB/hbg7fA9ifzaJBz0VfEzC3lE4JJGuPDa99qG3OStoL+eJMZmtGKJOdSTAplzPCTwZu4ly7r6kVwZ57W9jbIzbaZlbw9zcHvoCsrNCl2cpQRuLaPETAXNLp3S0KUppOQNXhvLqMqOPT3q3Eu0BzbLxicqtdMxQW67R3+suVP7Il5dWIazDIxyK7cx/hXBGMiDswhqvKiU4HWUDiMkxEd00cleskEhg1IxYfhQHTPE8CdTFn/ofEX1w/kDkjvCsh+ayGAsLQ+S34F4G3ACa+KJgf+O8szDEoTPT8GXVQDJxWztCJRUALlAN6K0MtEvCa8GLDCICJbcC9yToAhuVB+kVHK9OZ2qQoRNcN+yKxeVz1wswB6rRiYcSiRGJs2+lUHBeVKu+B/90NVDekwG1nWwngEEDCOudZa3EqNs15tyGXcDxNe4LVFql/r0ZcE4euyzqhKwHC7uP7meUL7HVcInA/mhVeOSti+iTIOjEvZsg5fKZd7tZVYOvrh3DSpANFXg4734mn+zvT02nFKku7oRRHyyJl2e1Kxn5O9HjQBbk3kuM/2QEtNJ9YswMDay2m/8PvYCCMgTMspdjviFDSrUslZBZu4OcB+aUYV+eA3DSKLyzS/LKq8q1o4TdlVBDW0AY4E6I1p9MkyHMGAPTVM4ETbg91z/bjo/jGliTNCv/3ovIfxRvlf5QxJLrMBmEh58Vukt1jWZD916F1ucYoTDo9wFxfHNnAjrYL7nnETbGpg1O+M4EjmK+3LcTjY+TS6nCZLOjAcQ3kxCe0+k1tvL3ibVpAhYT9dKnp3uI8s4vV2Z8275Ld3IbZBTJ1XwRhECYNCDaLnu9GeDdIFP59tF2UvqO1r4+0qPCvEOWq88OgdPT9abMR4qE5fP6QAkv1I06aB5N7ASOirg5ri/GmG/fsm2Yx3kFTnNxXlgSvUsB007LAJxKqrzwWj6EJd0FdxxMqXf+ziWabKTzBE/7D/sLYfGJT2gw3To74r0MnvzJbVb5fw0oVkEQlSR8doeGIWMubILpLazhTAkT8kkIsau5WSAsONxVO7CvDqg9yp59CresBZsFyi9mkm/ZOei29Q95oa150voqwm1pscMRUBo4bfvwc6gqAMX+/pdMn2BhxqzhgCoUakmS4PPMjQWAjqC4au7Ia4a48+qf+tzl75NNtgEjygebr8zxK1+3xPTchb9fuQt4Q8qZD5KMsDG6AAADZAGeOHRJ/wABlsN8sV9Fyx5rNKAOOK3m9wlT68BhxrZMllcW0yxo+DPVufv9bO9dzXxEWb9ihR8bNZ8Vfd5E4fjKtLPREkmvgw2IPUVOeJlX5zr95GU0W2Wf9jgCWxKg0/hxaP8BXz+NQqQFn+VR8/c40YuIcu35LCIWetedm1q0J1bahlBUY1Hbjxn2+aL9wnWjiz+TceUjnU9lSLnbavN9msshvyGkZuWzuBW6TXjqGTNgB+J9TUjYNauPzZyynAcnydvZ6L57EI8uptaDhNxppmsCJXb9mLS6AmO8Y8Ry9WIZFznkhBDN7Hucv43UTMHcLhKlhJGMbxEfScuN1PIgzsYaU2/Uckx1E4w3bHA/ydC363uIjVG2xKkv4q9/ph0Y2ylQGdKoZk/mtKy/deaLL67rCxit/1ToH0ztJbQ64ADFgfJHLult1CVBW/H6e99zlEo6cKyvLzK84365ZbvPJhLZtwVThQopx6GDoJQAoQjWtBSKW5SRMrZBwBne///YlBIJ/0MIuUVUq3Z3pKJ7WF/LFRBzVIki6ek79C9VuGNQehn3PiZZPeAlmW3/yxagmYAcOQuHAuBClNVua4I8ZdnN9sD+QEEC9ynA6oERU5srWiv0jbpNCV5F7W4ZqW4I6dE8bIdbRMKX+OoTcAlFAkegMl3ThM3jE9zzhqxEXQlWi0By3IuWgLqfUQ0KC2lC6e7APZwYm5oIFrhjQlRKgLpkX8JTNUMV6lMYNBOWBQu72Yh6E9EPOyzHJZEFCS1p2TnoQ3uOaEL/dZsJCDWrrYBr+CcVABbex41PG2TdQQhvoJRX0hfj0Py6izSc8QI/TuV4HifVL2JjY1CulJf++gPuIWmzVp3BWKBDWcDW0myEe5zkKYVpU1zJ+8H5VXQu3buZlyV7JgBfYScxZT0+GGDu5zb8aUhq8nZETj1aM7tAFcGayBz6aftss4D3cnaTaJTmQQlDIIDjaQ7KbUXI5iMucHhE3xASVmwKThtKW4pSewRGyCF1IdWHYVoFYesEJ0UTo+vQmlQgLmNXQg/RIBTxy3I2v/1rSug+7jdJCTSpQor9Zfb10UfzOVfuwxUGf1g20us9ftDFdkckaUGqmskSasMoXIGCSN/RcKegjfvF02IQFLNU2h6H8Jn56iVdBqUAAANjAZ46akn/AAGYrdXKyTjQhfMpbRCXSf4QYSF6GagAQruDMv40iyVo9AoLOl6dTtOqQNCiDgIIMgrJstd5zFMrOckPwDUuYEan3Od7wiG3dnPb0AhB8olY4KacC0AZ9WcTnpSjqo4vKzmsslfdTWZWxjE79hKfOTJvAPGecRuXvru6CsVLCgvzlP9uVruR4U2g/5PAYqZT+XhpawCwI3COWpk5hrdDOlEeQnZcfx/l0HTcXJZcCyX1tjSyciZJKFLYy2LyQH/bl+uI+4PUjh1g1w3f21g9XvAdFrUQjznMS7FPCpqgo1ErrKmAmpQwby8l/fA+hwr2DJ6WZfR9PpOCHLjmq1FxRVS3xGWsltM4sYgd2AIhor/rW2Wv8+NuDsRoxYhzT6n5qjKgEvLXAv07TpdjuqChxlap+Ni0VESD69SpZMsGWQ6vC6piyS7vs5o1NL/UKvXAoNlsvmH/Oos0lAUq/2+Ni10NRj8Ci5mJASZHxHSyKSSx/eu1d39jCbp87JNnZ44/X/HHBhwm1r5BCGyRVOyLUQNsKEtWKrLha6TD1ONGCWEjkz5WQEcXH3fWoCeAZupr9/+xxM3z7eM4TKxzyywsx0Y7hwLvgrpHscBUJqG1H8Tu/hCoHlgh9VLt3BD2gRPX6SzfvrNBJ9Xh4NkWr4tOmHjVSJqqgHauccZ5ZKgfDgBrzCiTnPqxlWNT2BnvyWQH8Gqe38S0fMNsElWtSY+obf6V1EcoG6nhRg3cZm1l5zCyPIYlyChhDsd0+H0/aKoCS5uEC87lJ2GoV7G9m2qrFk0jb9pmSP1wE0W1XNbzeA0KhkL7l5HeQT9dcEXuVA0adGDKoTDA5UzaV5rhEdz3bn7Ab+H+PFF5qMsdzq+D5D0VzTPSCazfC8eoRiPIdWXVGcuOkukrRQgBaGqM5VIXmN8UH1Nz/YoAKMVZI55blRyV+Z60MMPB4CnOFPJbNsQD0Z3PACL9WEQxiRvnZzHPMv1UenZ137flpxx1hLG/jkZkCTmjOl9dgEGG2cwxYqmKjE5fYqqm9q9qhiQYxkezLd07uWdPQfsstlpM0WzLTp/p5/zl8uSuFrVTqRVsytF3ZtqtddfIcm95cE4wScvRDMTYXEIak8RyF7KGvnt4nTcBIly5SiCzuyKmhcF3AAAFrUGaP0moQWyZTA//5EAAAc6Mx2zRwQOvaeEWkudHbuC1I3nAgG2EB8jrOKQ52CvEBWoXcOfwsPhZF2ZpUnmgeqUlv6sY1+uDIPlo7ZZvEi2yVzmJvMjH3EoOtqwFjijP2SH0OKCIVSmeWboMFe0EMAMCvntpOd5e/ARha/b5eZFmMNEEmf2D+Ky4kHv8eF1bDRx6lEl4L4Sccyx9MJrE+y2yJ9h0zBmnizjdpz/cCS1D6tFaeLaJMs90hl0htkERDOOqJ2BMcV3Ka20pwsmm1x2/UDB0T30XGM3zO3abPQZkCF8QUvphpCzn9gmVjw/6RR4IkNjC9G+W6lfDAv5Ut39/jeBJjeUJEZnCuYevj8vqERYpVWERsEtjL79dJS5wApbf9YXrlg6Sa4bN92DBLkDlv2jHMNs6oJ3931UDhC3Yfv2PyW2Qn9xslxzhukCIZ2SPtXKTBAb8vpwmgYZYPadYEz6yytbvb6nB8QcK1mGD4XxTbzfyO2Uv//SSYTaioviBKPlJLxF+IVvl2cW/JRYXfDRfjJQ65kBkpiQ471PaSMIWNU5Y4XBka1nRXmg12dR0Bq9aD8wDWSawjfyz75xX6UaAmeT4p8phA6UWl3NA276NEDl455r6B0OcVPjsS//Msn9N0jMCZSIGWf06OEtYmcEYDBUSEgZqeQ6AKMsfOATXMKrF0nAlh1lyNnAd1PPY5pTkzDBovzplGC05by17UwW4vvej7gzJ6qJblnB6V3RT4v81NQy6CcGaMcDqwhGfG6fwsEJVtgLOqf7tMwAhGLK0j/U/Vtb5Bpqa85Jv1WQpxLmFVJb4qq7Fetwgk2M6YVoh+6CodjwMn8vrhKygzBJoXfGJuZBQc5xEnZt4B+bneHHWuRNP8+MNU7VYiu6WY4pieyOqEV69jxVTu1dM1kmhL71xYoMEp/2kJ9QUdtjuYeB4AB3qDzX2nw/QE8GgmU6AdM5xQ5hSMA9hDDJ9ZM61EKFJSA+a+Xtz7S4CDzpfdq2/56yzaQbf4PZNYLS05bG3lGkMxxDNEyP9crrXTCW0OkCfqoA8w/HcVwPFNE4GB5GLt0WIq3/542MKQlBm6e72Qf4EWHaEBbCAxoexRQuTSiFX3DqRkRPpVPBDQbf/V9+S9k3aiO8BZ7pWLNT+Z51q9c4wQuNofxK1/lfBhjGAcrvcOgklx3XdkdNZHFIa9oxE47qn7xaZ/8SMoR7in8RgSSYmPh683n277q4TPWQaibPB/g+zi3BBVnKrSEwN4zfRUmX5YuLP4jQgFIAg7J/BB9pp04d4BaeFzGOHDsfyBRB6706p1BV0ypVjkY1QG5D9e248BA9fHjWRNZbtcFNfUpxDdS1aWe5JN+QuePih9vpWAUfnq9Y8x3JccjI+Xy0E3OYRHklYx7uDYhkVGj104gd8Rxn60FvTon2aQrXru3Q0tFVB+V+jiFKR3bCOHYaQD5M/2dqyhaHfM78mDTEIwxcRJ5CsCNd0TxFyLAjPSVHZkHnoa9k6bfXFrPLsPWa4sh8i/6b4aWesEq//Ahrgl3b56CnkB825UyyyJT6FXr+g7YFMf0/HMLltdU4MRMLag8BJMNZpjCZ2ASPQkKdNQ+RKGQrY8swjuZldNgDdD+J02rBNiN5zKx11cdjtuUsTbI6biTzk/f11sS8KdHtpmK0HjeFQ6DlOVOSWUdb8quCKhbka8d3wtQomsDuCTYzGJ8gW3v/PMGoTS9/yDZ+jhYcxKtnB2f7jf3y3DCrLFo0k0gAbM7MGU6mMu8TDP38ZKXCv64PsSmCCKSypRELFntdlzh8U5EydiefFhyOhcTs80lE+gtv9Ru4iew66TMHUlgD5UZTjzS87sXVFbRoclcItKp/ahQ+t7iZhl/PLKrQfGj8pLvFxHO3DExjNhCzKNKFnJEonWNPVtgSDz0LqpAHQdAdoOOEAAARZQZ5dRRUtfwAEWVFrYqRDaYJmOgxgexYe07nycJvmRHOpx2wz2PDJEbVFzc96dwO0Vjein6Bc+KTbi15DthbyaNwXP4ig6BBLK2XZXRwIF99QVThstnwe3ZkjXWBVOXLt7nwuq92wxQ90CfWzBMlyE+bKHl3UoXST6VOq/bq7Zha+4cj9+briO2XFFottQbS8XRY4WuEa4CVXqsXJY0z3LzD0i3zsyhLE5/tJcOczsQpt/UWmx7H2x0nv5YUSVZtMz5VG4DH3Uj1IHxplNK18Mz8meHjMXK7k3174geg3Wa2TZ/CXRB6B892MGAeZPbA6I39lOYnoGCuWnCYAMGWhPhEA4ne0iDGPxdNMnQjVIHIHglwcFoxGvzyS8JgpspVLnacAae87faDBJgcTY11ZSFLLyc+igk+W3gvWCYcWqbSQG1Wrwfo8vUlWtG4FzDlh9dVAeb4oX9yX3rMpTCv1WroNN+D1IfJl12//mustdsuEicJoi9g54IGvdGxLUDsEFEQQcrxzUIyQ8fgE/M1NqHSWaqjnwTKu97uYArzxgPTC4NWIRuYmlYdN/LOLkrSuvVotLgnt34i8lM/6KP4HmTzMgQ96JHLeIbsqvMlm5UCwpvguHXKM6z/kTugxrNpu0mbeIL/NIeoEqdK4TRkiPYMxcA8EHUAmNgaas7uDzWj0bOUdRcs1dLurMmqBLeJu9qtEtrNIf/6NueP3sBpeePwEOxb9u+T8Rd7Pyeev769KzCEfQPGOVnsfJnZHmkPQlQq0tPiTM6jBf3qLqiqR1bMrtYBqNxRGQP8XxC2RiDp3WWfwqTStz4cT3MmBFhLaGncQr+X5QkuW3xkdQEM6GVlitYwXo48MkDBRAED9Wm+8QG0XJYDF+vvhRChfTOXKG8uBRYxOtiGaIAGVapOGxmvcHuYd5tCwlqCQA46Lh5TZFc5aGqAjwfPzsmRdqktXqyzTo6bJDVSe/RPWkuluobuCW6EfQJxNUw1W/TGgR5x09mNJxQc09mWVfPLcJMtrsl93cqUuVF8Qy17IykMefsH3/ZgE+HoiQB7dlmE8hbAYvoF3FyLgPhUPUFil7ziclBwTQdxh4pEkhAuL6CjNVBVjZ8jRDhx9hlH/nGpMLWHNPJ/yjlJ40vOR8wpAvRiFtePPw+oQpJYgFWes2VNENi2Tl7PSm8eYUUwBlipAkQDbb08TXjqyiT8HCetTgua7r6xcNmD3ewqE9d6ZAqj9c7y1AaQPS6jO2uGw0RKX6EM38RE1My3TBml/AZAziZm2frhT0I8lvgfOH4Q95K0tjCWjPCPgV5SSfgFYGDntAxyS3ZLIbqnuxt9028LZQtyo3WY5Qm92sys/eeahiKHEBkvVg9aS2bwxoDTa8ZJm0U1kj3bXCQf3Iy5f53L0J8sCq7FCuXtbeZGULhGvUTjsFZYy3VtpArreeCGelieyxfNbmCwTlSCn07HzYECwu+nCbxXwmZGErfyxAAADZwGefHRJ/wABlsOmdpcasStRrZqHyhhzwebsQGLbROdQG981i5o/z8m7Y3nvrrksDTkrPC8Xh8QMfVJ/6KrSQqaErO7ROYwPFKGWuWYHEpI+wL61wnvz7M/CyaRa9Ds5SvNbvOOQjCOSXt/KCyMq0na65KcxATnjN7a125RVHk3/lwtksNIG8O8wHRStq3JJtzxd0OkdK9joj5SEQkwYpcWHtfQlDQlXiHukYysP5RamhGj/KMJQVnADVKGFIkKLQ1nsG9EY4wTUzQOVuFQKMIhS3qV/2oS8yIA/UvnaI/oO275P9CjzL2JjNfhtHLQG7kqff20Hw07syw9cW7NC1k1CgTITt8wh1tIu6RYk7XstBAW7YXN3gxDsR8pRPJgak5d9FP2IYTunqs5O31v3BIuNlRKeWq/k8FQAh6TuzLyLFjP7g+Y7sRDRzzUpmCAmTJgu+6O84AUR2qFYarBT8Xwgq9ORIxdxu+2buUkF1YjMdgZn6Ap+TqMARwP/rvR+vD7H4eXfnC9AjjTViifhEmH3dBZyNTPu4ujnR6EWXQcXR4pXBTlPjw88/Dc2wjCx+I6oR5iqQAbRDQ9cBFLtUAHuN3V2sUCMRnkBHxQnho5r5DS76gtnZoZ7NsxDZ3DoLidNmDVgzwW0v+MjLjCjaE1R8cPsT3aKQqH53O5TwrNzeXEFbiReX2EX3FK/gWbHTfamzwCURc/VklKD1Pnf/tA72Gc3hxgcLN2qs81cLuxwk0MTXD2rARCDtHuWb17eT/+rgK+OzlubCbJahZvVOBapY5k/cvoGR3SNis2dBQBGIdrllElnlXG5oANn6Jku3lfDZPP0ZDScG0EySkKuMYohWDFQSZ/H2US+vr5WR3tM2plxP3kLcDjQ/oEqdFGV77KehG71H3ZJpTWPwiDyEaSgI/dVy345ZTbBvZBxqKjqb7+JbYg4Qic/LpAt6b1ae7BwyXetNkCf1SW/NzqdD4AulvYBaL6moh7I51YfkWw+K1z37zi4HnwvHQmPe3YV7bew1cJ/ZNjnEEdQDf3Yp9dyGwc8m0vTFRKa43jO9Y3r5JKeOkj9/22nNqjEE5gqdmDlLoImlIfuX2BGYLkXTqJqDEFGvl0YBkKcZd59QxXnM0Oa8pKpx0zlxHSjhmA1gQhbtPMAKmAAAAMmAZ5+akn/AAGrYp99op9MYh45Ok5b8ufHtThNhh+5GOIEIzTMmyIBZeuHyC7DbhidetiXoUny6TcYDhnTHcdMUGVlGlc2GXAWDE2Nby38gNA/OI+vxLXh7RDFZgXZC9ckfzdX9TEIgoARCNGRxIYzOjgEIvyaulCQY2nGkEfLhpe61MszurPrRNj58KLFz6B59xICv8eRFoZARutw8CNWUCZeWT1z458BKvRxsc8GVcW2rRVs4ciOx+jP/fwRCSywXt6k5pKqfYGlvPEzxZju18lXU+wO1Ff1ytNnOMDkT9YGnN46WeuonbRmTR4clU3Ck+FnKvaP6oxbsfP6wxjsTH79kK7mUlQYvdinP9KKwqvJZRrtpP8bQBkeTEb3ceVa5MM/HM/XATHvFl7QdV0AyKmAbhxUljolUsA0/cJPy0k4XzW4fDS+41+rO93xRmWfPqtTc7byjzqN3X2PpkywoTB/Z9x7jOrNaiPVpcwTEyZCo1yvG4TF15uNZdjUHf/O1GP8Fvi57LonDWmqRmBYv6tlbBYMXSDYapj0bJFAzNsIUJymvjhcj5LXW3zbi4phWnrrEABtRT3pPf4YQZrqnM+HLIdH9Yr1nPbASWbOow62zjSwJtBPoXUX86AzJbw4uQXAj7mFhYcYZF4nvv6bji9b5BCvy0wkIDxzl8MP900jN29MwzJRS/0Y9iKSccNWytxzJwfcEYyfYzqvT1ob9Bp6OxFXf8AWBXQqWAZwne6oVqMfptpBBNDxVYGmU5e17sYCkrOLkZfB92DoLpXqmGBcVSsiUJ34AGT3A73o7wPziL69RZRgBL3wj9F2O4r6gvN8fRpaeiLCrGo8gABnx93JN0fDuO3lbFqQMg3Q3djL0RCVw9NvKvSAEbat5LMrvirsdLtKCdzlzHACS5RlH4Tv07but8X5r841ukXbCr+GWRQc6CClI/fjxT05Xu92qMWZhqZa2hAy/2uyXMJnL00Z+X/8bK2XHCG+fbNukT899kHrFJtgGCjb+Ns5CfpPOrLiUeCdVG0bTon4CFkT2gkLmZZzuQU78j8vLj6iEtY2T30Ar4AAAAUgQZpjSahBbJlMD//kQAABz9qf9fzXSwP8oUcy5HfsLUsOjCYYI8dz2yiIRprJ8b01qcbm4VOacTyzAFbH+ZxmDpUdcaIk9xM5gz35nzHiKRKBy5zoJDiViCWvcGntOj75p3j9m5ty+wsmvVbWY3AHJMbhajE5iz282/qTnHN0Uy9X/LyRGGGV/BiAEjmARHzasF6JLYIG3QZDaFjOTg/zzUwFGa8nPw7jlx/n4ZSJ3KeT2+K2vECTpXrR8egdEhae+ZFE6bAe5oczNL7WmUVc0MxCxlmIi4EoH1KFREMq6M3NtbXwlsz2jMhK3arGLlAr5E/wSzxbcVL3YErqKGJ0k0Q7dFTLls1PP5rciLI+4m6nhGQNSIx8hHxENiKPwtreCg8xkHnHbJZ3fuxOkfhcL0q7yEl4Oz5KMYAJFQkQEsTkS9eZVV/cVlkqJKkWAp/Oq6wU907xemEF+ywnBzSNNK2w8HgVRxHinjfyv+M7n65cm8SZZnfekpAd2LK46qcASQ+F7c6G4DLiX+PUUqzB9rFm/jj0DX2YRJWatOoo00s6xsy6VsFkXzXvTRpnqzCc8sBYIgEPoifFlujei5YB2eHnUEwgditVobmVI0/bV1Zw+btmG5dx4a0VEY73EsVraL3lbm1J9aYdD7mkc8OLyyu3bw5FzbMpYRlkFLbJh2PWt2yva60gckepR4Z9EaVgqhgw6zmzdVha2M8bDmz+CVdmoF2xTvG8mw/Fv9YLcvOorRIvz/euAz11bHFOXCOYZqBgCW0QEFGWAV3jnehBiczH7Rq2xT4X613KVZ+k1pQUEywdlQMK1M6T5uSRlhr0ynKPzPKgh0AzeR/1FlSxj1PDxWGTbga8UMJt/oDg+uZOotr2LTK2O+AWh6o3r9sjt3LkZL3W+WYMYHxN9lIQ7XJmmd9g7m8wscVcm7FnVdYQo6lh2x2z9B4v6S4VlhcWWCv+hb+S/CU8dmpN9dFBBUNf9dRct9z3uYqFfLNyTBF7W+sZNUrP/NwFmEvTyZaSuN+nevj+RK/zghYUnroy/T2izdMZhwVAFVbzPiJq53J0jFdRpP0OPHf6oCzfBJ4T+U4CrFCw6Ia3M0TNi0zp8rCvv7Vf/tI5wOBxseEGmzUHtVbAeDLoSlvy0WA3CZYZH/7wxLdxg8xqAj76zlctKdR5IcXAbpAGIGAg+cH3aKIQ1vCnL0VvBZmghij37diJS1QLvR789R8berlcPRFgq0nkqIxRU13pgwsQHg6dkJOWZ0GMgW/MxsCNDfEkYZk1XSrK7aHyTrwPns9w8YfUmkmMVJqyPbQbfHQmPG3Ndn19MQ2gLnORCqE+hHzyf5UlTnan8CQlDXV6oQzE9XF37H5rB0IPnWTH5JcDpXYbNdUNDQsXT9OVBTeUdQjLMcB5EDIi91ypzx6nsHWaqdJs73t+vAXMGcGfjX+G5mo6qd8ZrupLhpTRoa5u1FGf/56eRL66Q1MUqs0k6InmU6bldjn4KLeAVSfB2dESaqi8APal0P+43wa3togBeozNhYfszV53w0qHloMSAfqZTxXqXnl9nUCKCw3Xc1BANifpjSPfIGC8sx8v/aLrrJffQo2myPIPgQV5zJ0/UQzhAND8S/NWs6IKHqvion24m2UkCgqZTvPxu3A1eoEwo23pfvQ62FwmLOlpG0B+EzZFBAhTPvxTpMyomfR+GWtGdEhiLtqLVQKWHDOFeb/HMj3pIwF4OH4i5uHN2wkQplWe0imytwAAA85BnoFFFS1/AARZUWtipENpt94D8f/vfOm0zt814j5VhrkqcrLhfixvRO2iPKVFAyiGpR0YNNAe47giB5sJ0rDoDits/TCsvaUbbB1ll8F3cAIh31yC1aWnZ8E+qZ4UnYDqYj7pZvKuWoap5SvCiZWnlooeHl+GrG8HuiQuQTMLclNT3ukW60VhEkqNNasOgYS7fsGpPEMqqIjn8hfOc1GDdS19H9BJOUYoU2Od+f6DV8gynRTMcMejLHFFMhRS19qA1F0cZy+f9h/SXOeWDk8o/djjiyrq60KcNBrWKdyVLSKlgEm/CoCq6FktFS2iRabH2+TagId87Ujm7Uzbqq/l9efgFpwtADImPDFwUIKjGyj33LZeqjMq1Mw6ULYvcziFUyJwmEya6QKFmCLuqYKdPA9tW0AXkxvDz28MLaZO8iz/DHYg6yp4/iWeR2Y6191Db82kuHfx/qud4J1w0fEWytN8w4hpQ3aB/IBq2ZJGn8D+8zeKulB6Hl3NNCMkNOyj5TNU3IoMgN/HC82qcyqVtz3QF/kzcGVF+mc8kqocJ3XIKlf35PbQBSe/ID7sBN5nHmuL1UoeWe0PxSMfI/aQ3nfxsMK2Z3Pi3a3ew9IGNvOULzC5QwhzJNRFLQP3HqfW6Ed37jtEgNZWwLglaLWyfbeufEWm1i1KYBxSvn3+0e6u0x06rDS+bdSTox6SujuiqjBLEetooeBBfgXsBUHarZZcuLSUNBrcoHJ8TaCFJ6CPp++r7D9E+UL6fS7QWVuS7Quu0izCqwGj4ofknfYSunOOAQMIk7go/Wa8/iq4Eh/AkTXrJ1j5bboEi9DRaqzVrtmOVtSfsvbS00fy+7uxBPZlgBEgH5A2Au9ndmABepCIgPwuPVklFjEt6JCli+oIX2oJV0bpDEN7y9R9GdgqSDEuaxOkVNqp6l+yg/Rfob/60BKP0fgqmQNfvgXKVrWnR9s9s20UJAQSFCAW7CU3Rv/m/0FJxt9ronqwjqOI9hYKZ8EOYp8ViE6y/ZDi5imU3DSspX6ULbS7IvYRtYTddxlJ1qeBNC1ikRzRooQcvfi/rpvxF86Z9zitXyaKut35W5VwzckXfqjUZXgzUiT3vDr0QJx1FxBi0CAkrWh0l3OsBFIV/Sc0N04qu4wqr4YBMKc8eDWtbB8XfiRTNmM5RPySQLcrhpOE93Xa6UetPLG0TGVTZKJg2WOM3Rl1IL4Yl6HFXIuFOi1BjP48id5Nh1G8J37CHfQCAHeRlqMNPCsj3fqUVwc9XAFqs1xpPPhPj0ASXgZCvXq+Ix4OowAAA1YBnqB0Sf8AAZbDtVInlGxkQep9rgoWI6iVfV/MOj+En1zJdc5uKbxQ4biks/0jki0qOjP37cQ4Y7Q+DgP7asnjpmH+cychvUaRUgNZocPB2K3TvoDkaNt9cjPEcUdGByAXIJuNa7tKawBPofTDvs9SPkKr6YRPWTASR8LcThVJAN6Tzc/EbSd42EZkDnUB67HsITLwV7xOU2d2bxeqYVP7REtGp7bt2IJJVgOjqkO4qUByc1lR0UWFpClosusyk2G6Sm3FYev6xiKo/eonSGyjaFA6ycGTuwWLPJnzGy+O8aGKYa4fZ1Klzt/uom0CQhthBfLL1B45coSTd20yNMJ95Jam2MG4gCaIE0r6qHxZiAA7sW5C+pM+ZHUVpnhmqmX486FkldcRE8eUy2kaYcgtFt9vLEWZUnRAFwcFVNXQXO1SzxkE3adZ5yOQVnlhmUSHXiZ8QIcvsXlaHqRDrEQ44r6jU2vzJQUtAHwNbMYjmM4MPLUkDnIhcjJOeOVDa4KCDFdnMGrSdR6o6ZGoXcXyMR3H85u/A3cIziz4wiYF0ZscKWUw2uLdRyC/kay5GjNzEPwW18C3WlzG/au3d3Isfz/J2Awp6qP3DEkQbUItbMUfun/XDIoOtE9hMMizkLqXF0BBzIkmmjr+q2V9OoX7NDGAAN09WOVDNeUfqrPjS4Rzl74zQW9dvpxgdi46Hz1R76uwpDtYG24u9jShx18nyvoqitukhIpsjIxoxUchNjak0FEipZKwgrvxTqpavTkWFX7oBt4n2tYfFw0/m/iGEtPhoqZVHl0y0MEo7Iea6LOWgzXTyxI3PZrKeQ5aPL+JRybGK2wVHpOAwCI4WW/MMAG5aTGD9cmaeJWNY315/69PRDp045kaRd01XcG3si1m0GlubEOItwEiioCzsMm8PxWi7kY8SdTW/+eSHKyp7UldGdteDozoihAF2WCJ2AWw99RKOU9p+RFfsOh19MfFwwqwKuRQpf3RDe+NVcR4Q/FGw9T3xiImMhK+4odZy67nx8l1NWwWetZOI64k7HleS1t3MGoeamIt8b6CaIAAFRYbGqibHkFcrCu1ruPi79NWMX/6M72QLKcLRq76ZZgCgUjqakuItJbyHiwdNWJQJjYSgBACpwAAAxMBnqJqSf8AAZit64rnZzJuyQcb0c97YXVGgZJyRtSZ08VfDNTEPRdjP7ndjriR6/zj/9QV0LvlzgnixB7bwEPYfZWFosSPIDiyAvYBBxaEAtfRy2Cej6FP/UKY8zZwbAPogB+HLqYtN9pMvpFkXnC2B/ubysWXQuSEjvSYIqqjTpSrC4CBHDJiUvflOqCb0/65tJAnH7aGhlrPruyioFlzuXH7IyCm0yUDumcV8qSX1gzvfLLrwJ9rR8O1Ijq/bJ9KyvX3c1vMFWgr5D2cdvyTZjgAW9Pmx8z92MZHUhHAj+oun6RM7L1G4lX/hUTAgHXsOAXh0k/jqRlpiEpwDASNBdgR6MoL0WTKJpuP4mX1qhxBuGO7zwtrxBTf4r7AFnKyH714hOik5vBTyOEkyEH/k3As8D66Lg11bvt7AFdDcCRwX6tjjG193cr14f19fR4OTvFeDnxvQYH2B25LcBB8xlycktyq2NRbEGJJktkUvp0HLIgGvOkAMvJJlf4FM+jdFfSEXguIlUwNE5DAgCG/tbW3xMmayHSCsh7nEKk+66fMWx99EDA5fjIwaVHxhbfw72pIGM7TvuyfPGFPGJPYgVBf8+l6ymyTAhIJU3yQf6jV9Y3Bkc7HH29NVxO0Rm5y8S4UTDxQA0ryc/2YoWieXUI6GDQXShoIk6KnHC9jcU+K5FBct80/D2uAZ+aobGel/ysc1K0O1swq5n9kR0rJqCNHj5sjR6qN7X+vjlQ3HAAJw5mxgNpjWJWsNY6O5TKBshJnfLfpb1Nzx65dHd8dBAtFk2RNqxMWtSYdzod3N+6+rLVY3KPsaIh8gA9CcvYKCZ7SChQhVtgqVNfaea5VNva0zLewE+Mcwu/cH4mPYDWgj+tEYjh09O/7YpI92X9d7lePbF6LogR47dwUt4uQEV2jrB0SkZRep+2vWcgdKjmPfmsHBAV3Z+jbpMufJKhI9ohmnbAxaTvx1/iUeG6tLyCvBuGUdi5q2KSjY9uh1kqU00z6ixp0JUfi6kDUOIswzMR+tZ++i9xV8ucT1l6jKAE3AAAEAEGapUmoQWyZTBRP/+RAAAHP1K6dmIkV4OMj0jMgVVlViw+nT7l3q567+YSq/lHJIEBEE1+bw15bZMfbGN+fR9ceqn0tXZnZzyZqS3FmcYz/+V8J+mCw7EoDEMPskElM54CYPYq7RViYiCK2g42mQRraHSP1TYUD+DHn3bNODxaRZ2SW+cldkf7B9YHTRQOd0ZGGI3xCUaJ9Qn0hHag1gYxh4Tl4of/G4bcQGSJu6NRnjcyKhakBgNIi8sKlgW1ASAdyCik3D9/IzphH/EV8IkOpMcX8H2TkKHaew35KnCgwzoZqmo4TleEyYa1GFq91y090WPPeO9zL7ivKPcf4zNxRkFRpYFFhTJLK694Y3MvI8rEqGWeLrgc/JYspraU339PIK8P0jcSMbmI9qU/WUUTXRfcISjhzFC2Y1U4n8KYGCCh7bnS5nzS1tvAfX4IrmQF1MpO4z/CZPM4oZkJ2pNpHser5L2mqqp9SH6nBSC+seB99RtC/my5W1R85nKwkAbDeS0XYnr6TsQrHVkOR3CtSwz/CmjuWZqzbWLJBC2trnlTS84d/cjvBECFFdPJxaEWsxi5GQw9tJ+rS4y3vHCO0CJu4I0gyjVYf2Ge0xvBC+G2Zi651RQi+PzrN6mOXP7rOJYkEO7Y7POyA5qaK+pYzrt4azAKGEOlmQtlyZgMtpDb/pY9xfWk+75/O6xNJftPmmRiWIN3uskgtFMHw/iI8G5EHe+smW/VXTLwtmqiUbF+8oGCRBv/NCO6L1MCJyVFVyNQqSy91St8+xOMfdpQjwUIlj50OJL1H+v/n7r7GSlLbLbrOQb1kbPTV7ZAd0AbQdvyQ7XkmK6xSM2vc0BSrSn9VFOv7Zu1r6pYEPI+8fHBAxnLwoGukx3v6x2itNbHi+yTd593GmVro0iRZWx0YbAMRKcWBxFUt/3CmB4LR/F2yF+/uXiqKutQdY1rrQPtN2Wi7go/dmjEi3nc6tLpASOZEj0t51g8mgdsQo4x5Dxgh4DQ/IiOAlXsCCIcOWusSGYYxwkktHFgfCR09M4x4u1UsSTfnNTh72rp2pbC8c/3n7dakifBJQtLMsBElStxtsmm/uV7aEkDa9uLfRhdK3bXM8IyWysVtAv0HwjY8gFCr/UGSCoejbKpGrOqJO3HzCGYX37FrarfjnHMSoUmtHpXKd65K9QlveQQbd1fg2TvXJGdRFf6gj7KaBx2yxjK+bHDOJdv9/vzwYbGScpijqbFVQfNsu5nCQD9pE/xpltGFatlt9+ckaVJJ3oJQC+6KmIN0BC5GTrLQRXfGr0rEz9sCi/81rmb5xPV7IKvXdxxxVyC5JsWFfH8qXWJYxmTOkD13WdlzLQf0DhebWUEAAALOAZ7Eakn/AAUTr33SZ+ZY6xptDUgjOCkRvMP3BuFU6hD4jmqN+JR/OCgCUoImQuxYb1qUn793X2+1iFoN3fRKRtQKzN34g8ajm3r/K7yuGkgFyUcGzwr/XDlvlsvcmt+HEiDbRVSJbvQSzpoteeC6NRg875OWUKrbhw+nRRDVbUQBX5uXaDb4lzH/EGj3IazvMm74qSSYipK7RARKgd3Pr3zWg2OuGyztVsrPBmvtqYJSClS4Tuvfz6nyMZkRxOsF2tqoAkSTzoWtASb88fFdbGb0ax96HZnfjit1uCN+0ifx/QQb491JVLKFx975zBIcoaXpxNpZoPBx9hP5WwKSCAAhO4J6tsSO/grgzDXSJPMdTqhIPgPLThlV8rCg/dljaioU0LLk2O3MnqieAcd4Wfxn0fRdIchVMTK8ZNY4eeiyOnE3S40kvXkkxbnRdNjb5sNfE76Goc5IjSAv2+MkUmsvG3fdtL2ZUgNSUHQVzFtlsYumkZQXJSEkOG9Wzlce5fx4agc79+/IZOkP8wTPCue9t2/o3y6P1OGDPnqO2mUb/wjtsyXTrgJS3gzSwqMmQa1/l6JrPcdmlD/X5lOBqgk0l014QwR1VDLllvBx8kyBOocMizk96YOkTBT7QEn50zjBKxR9hSi8dJ8dgIJNovO5jtTeGFyZePLoVi+nnEawCR+yL85hesxpl4DrecTmoFUjaomjawyfXhJqb50neVHlY6pa5eIwO9omxv8dNcs8lhgWhLTXgVu5gFNCUuSibqqAKXEj46TqYQu1psW/uTym19I1Lw6+qdOiZVpk8fj1ASbXRN2y4VzPGyvRSozjiMvbeb3E5uSpqFrapvalMS5Z2m8BWFsnLDhF/+fk4N74FUdC5Igfb/aqeqE9tQnHi3NleRBV0HA02r+z/ZPI9dHsNtnGwM6K7fGK96FSFG5wJZ8zbH7P4WhRkF+VSQAABANBmslJ4QpSZTA/5EAAAc/vkAzeNgZZ0b0Y0/RyzWsfu4C9w4nnW9Ci8FjqImTqHOOrRaVLyg1vQXqwWKU7WEtt57BKzkPsx7Rg2/2068ddCXOHf/T2lsKpQ7U98D3bFDTQ+sBRrQf0jzZEZU8hd4ebD44kSDL9IS/HBYFS9TI5wwmL93o08XZ4ZEup2S5yUzpYhVJdEj0cGoDoY5OZrG/hFDXp1N+esVnvDpN9Iqgk2FdTBcFSKMIaBjJ9iegpMAMX2HJDRMg8vSx+dxMEyHv7a9hrD9HubKR348qp6FK32LdmcFHGZv//Vniu3VK32PhOJZV7KnCHy2JpRMnnLgTYr+2egLmiEn01ewsZ8pzyUoGv4tndnWuI61BgW8B+Rv8VFIoeCoafPDwSmEBz/R6NmHw+wBGOPUGtJw7Mu8PeztD7ugjsfGJR2kEK9Zzji8txdzp0EdOR7HaF7pnnXCiVoxTYIO5d+ZWUHBTu+Ng4T3McUjmKmbpstx4tuB4cmbdkmj1KovRfhGyvfpngF8u6Jc/QWnEbRssXvtmKhD3nO9XixnBoOFPuSkHTRfdvS73l6949m0Ozs3s820eySmezoYdmn0sdY8Lf1yup1ROK+0+VK3QJ4iUULas/VDVOgPPqHe+2uIIsIThOouJ6iW2JMhYGXym/6/dMbm5Dmb1r2/ldGRM9fekCNE/G6GbG/2SFs7TdN4XxewU2zjc+NcRjwNj1yeMln+3SURGtjo93ZMQUy6ZLlJH6n+7IKJ0JIhawdJAC7Q/gZaFOSdYNaS+uhRKPhbEKKQ1v9FiS7oJaI9nhLz0of16HtUX57tehY9TiZyORV3/v1XWw5iZyy70Kqvaw+AbKLXjmQFjoi7sQQ8RlaMhPJ9DVetYK5Jxe8A3wDz2bjrklmj96DFuWJcNWNEGszFhLRB7eliF35mCezy2eMIzhM2Zu6kk4KgMGXj1ektObsYHTHShg2ZtAk1m2MTQAEFR4PbOw6MOEqqoDOOFZxkAbh/VfWUcXw1fWbNw9Si6Ji6nAPGozr8W+p5TR2qJmP6pQUp1yfGOqG1cNwYNWT7oFpJdkrAT2HWuxOmj6ChpvYUHp2aDJxB/CEtBoRC9BP8GQQ7Jxc4YXNQf6InT+0yaBogdhtZzU5+X0AS9SLcm+0+330QfRmuH/phgyvhYFw831LGQuKhniWkicj9koLXSJQ44kiJuLle8jyBp27p6hos8BirkgbdXA9WSAFFIagpJlNq8sCtNzccv7kKdKlQb496Noswj3K21xztmiiMBvXvkGIlzUpnBFWB2gMyYMi7CIsmgD9j+6bp3eh+UxPQFBmbXLjlN94UhIk6Kv8Bv67Y0kGe3UAeFFTPJZezS/AAAC9EGe50U0TX8ABFnBcRZiIbTBMy9DWAxurxEA5s4lQKx9rK4V392x0AIW0mlypBi+vpuGBUgdhALCf6B09MvU438PCG7rXOm3Ffj/6mEdN0UqB1clWZBKvDWq4uhzeh6WOFtCVYsmvpkMPJRNj8tN4w11dPAu6RnXbejfSEsv99nsaPpZni6veAt0hESW9+y0daA2fot1nquNnnYaOpqvFlKKoPMONQUW4hnmgKBfRuw8m4USgcvG/9+0+GRr6n7sIkUV9kMwTAuXcvn7pYkmGTxAT8Cw4t1QSEDZNOthC1CkegWeMLu8H5EisZJawWZO/WlOMLhwQNIiFhvQvAz/boLwxooQ6CegaycwzyOU72SFvhLCeZ7OTjzOHMhHAdwa5S3hgWa6eud9DFdT8VK52L4t6LQML3vNploDxyKS6auDr91c21Eu2ovw9HahJxmomg8YfiWeQxReq/mWxzK5I5OffNxycJqSNHvWq6gFVM4w1MzjanpKycIS5lbQTML7Mc0UE/AlkpVWKPFVhOmWpujvYtcTcjTcmb+7ks3xbOME+BLg2vKASOgIMtp1iKBfWRUo4B4hh/ws/xAkDXXoVgK3ofk1z4J+HnFT9m6OG/z2UGBn6aaxoUt01vZGC3EbmJgrt2C4R+lk5VJB9v6Ix/OoDoQLOtKWGYEgyi+70Fdg0jkIi0g+/iV2gsJfwgJBUDUJEtnyu8+D9B3CxXp/YoCCExufIZvx95ejX4Mo4QCEGZuQvx1Vtwj4jvjoRcJDijwOj2kXk6R4lOZek6WH8aZK3KPS7gSu8pykE3fSxZQSPSZet6oJBRRW2hJfMLs8HAkfblb8WKJjVVlQLRYaakeik/Nj/Z0wK8ha4GBC+sxm6i6JDkBs+e8Hb22Z7+RiqrAz3OzXlrQr4ytju2TcQrPxVev9Ux3veEquHt8tPMxxu43OaiXbxjoJ2JoZQTsRHmdQ985z2WW4MDgYyGV2Mz+iNnOHuE9adh1fdhYOaFQQP/QezQAAAokBnwZ0Sf8AAZbDtVHIvR6u+LYwkP23WrecFWuz4F0PkqAdhqChJqGuKkPmmwYm9CUNC8tvVDiIl3or7yLYM3RtgV3j11eNgLcLdjF2fJOTSilp5oq3cQ+Y5JOuo/coEwiMxD2DIwAxuuROluiUHuzvIdOAcAciOhfqZS8Rvc1Rvn0LM2ESPhyVLEGys7SqLWFFgijVtPoEp1oXixiCM5FZJt+eyFFahHpx/MEmKwzwkoJ9lvOOFu2JgluckyNBYPddixbWpXFzsaMW0eL7La5eEerYo+8Ebo3z0NqakPzzwRWpFY9EF/FqoFuyVZgSBwqoig6uTItkrxlwH/ITQKeN6jMu5RaT3MGx5QSgFz8PQZW7E9ct3RA21lAcozKMeqnW9otWZX/Jo2/Verj5Xm6cP0l7PzCfgpJeJ5z6V5+/rMA2NJ+mvJuTyOk5GzgjIR9d2ADaUYh+Pgl72ABvXnBLdJFz0WJBjfnrBVliQL8D6u0exyqXQKKKUHN1N2ZI3mblEne6RBTQWcMDn0SY1RpSU7IW85q3zNhVdF1H3swAGYiOUECVNxJLBmkuI53CeM/JZnGV/k3zLZZ9mlfXFmPrroyFXoVwEbzROH2WaEHp8C1Yc7kR7eY9cv7GBcfaixLFYDyDpFxu5KnqEodRK02rT6+SRAzC6XVt6HlJp1Q98POd6UsxgPc3wLfQ0zGh6670jocHNEX6Y5fPz/QNg+HMNaPjRSQK1hK/ZoUlyzGDLbG7Banb0FYYYXdgXkPODJcSu0xFr6HZGj6QtQpRfzf1lPOXBeHhnU2uJVHHsSaDNZpbrER78JroM+Wl7doFx0R/uRupaUpwCJoczUtlj9wUd3+Tj7FbgLuAAAACTAGfCGpJ/wABmK3fUDDqTYrsqHsTpR2JpGAKTbJSmmghNIKlnH7tKtO/zyN8PU/QRg1D2vfllWhogEUk/Lmi7QrfQLHx8G+SuSY/y8eG+3VAkHa/gRlGDCCqMN770m93Wozza1MtQBexQyS1REMZkOkKswW/TbX6dzm00z3VQuBaRle8YLqhN+6uF2ZlDMePsYV1xEZoh4oC+DS/noAqPmgFNdt7stBDZ8aC0fafD4//RWTWgs0rU5ri9ARMpVo+JbQvlxZPfH7FAY94SQTXzO9EXY2DxFsfmTCILbvM5ws4UUqLl4l5BinIRPH/DbG0/Qe46ie3/Z3uUxBMp1PN8WBRvs80Az/sEO2qbeQuSg5LEljIqwP6ZIyGBwnnDsw3dAX/oUUEvl4UeNMcGR3Gnu4vb8pTufp6HHcb7mzYfwgVIt6JOmGbcAJRbPcSJEGKHk2fhDLQG1jUVftfxB37PHLuZvPGBYlIT+/vWTz65JAgzbmZcF/qO94OIQw6KlMYfOUbdEyHIpyamVO4eWTJYPsxc41pSgEquCeflt7QeJ0LcSDQ+kLdfm4nAAC8XbNYV16NXdQK2rEh0UGFaLimy/shlpBRK8kLjpwEBCxHMbwzrrbar0xzCFkHa0cjGmkARdw2LTzS2z4nQA6z3AU9u9MNLvHvxBAZfdAK5coddf0VITIqE7EPgntaVdXQ1LLdkxxxAPEiJBGd9JtGldmI79nFxl61QszzJPfev/8YSarzDt+AE0Ievous0qTU7BSulleBUZbbp/ygaZ68wAAAAtBBmwtJqEFomUwU/+RAAADYJBrQ/5kFsfsdtNrVvgE8lP/EW6IWWaDRA7TiA0tDuatGe+YlSsVqqzCMPIvMRu78hJb3WdAI3xgoAF1fppv3UKE+AgMIIoXhY8L1lPZ/9k6S+XQ77Eu7bvQX6/n6i4NBR/qb+Cty4E53vqLw9UVSp3Y9FkMwsWhW8ZV7W781tFdOEBlWB09I5zSJ+Mpr7yM5bG4RmM7S62doBZp3HCldMlU2ZqXOlGnm2iq/KEm5Y+Tj8xX/DcbHHXos9f42MDh0MXxvWaboiEkpDHkB5dLiwSubc9FeeKRxaltqy8OGQ6oXw6m2YOs9TEA/AMdfzQlRpTl7JtxnWcQDWeJNO2Efh+5kC2sTn/l8LoGLM1L88MrkGOmHeRMoFVoS3itAgqhy+i+hBUyFemVC/wUo9ONSs6dE34Mj8VUOz0eiQDND/sYGrEJ9BzOM9M85nDMYynw8p0FGwoHLpHHG+e2dcxoftoArpwg5AabxL5Fj6EPsLNAs9bFqRNJ1SUDr1OaEVoTGriZQ8gvjCfKsy1m+c7YrkmijX/vAPumC7gqTBvyAgUEkXjzExQXphogzv9luVsyPFOnPR8CQTHUsN7tTcJFGcQfzsSCxWRlc1DXnKjLwcZJDwS9Szg6HU5xXotco31qvnr3dmXLTJQQldYQF5iAhjzhE9KE7llJeDSZujgE65/gsXcX3CCbEIbM2eoqLZdxb/ByLBHcbE3uLk7rldU9kMSgOGw6JxWTP1VQtkh5uWK7BeA37D+CkRdX4yOmGXQeuNs1TFxS4e+eM8qd1LfZwE6OoVN356QzjYXME68clG/zoiOpKyxbhMfe0z+3B/ugiNJCT7JK9ixunPinCRHN3n8DfkmGDNkhjcDDcDlUkcMUdosnjPGaq3hqu7RjRqSzyfZ+OhH05j6TY7Bv6JLK2dj1KNhjmcWtYk47yr4dSGpEAAAJZAZ8qakn/AAUTr33SZ+YHJMRUrVOjwG5lUvv5k68+/d7tlNReeD+UWj73mEX5wXz3pLNqsbao+o2CvDqSGDZSusUs8oE+jvpdYBbd/aRKMG4DcNUT+3jrab2VTWGAS8k2YHfGP+9YPwYAPzHNKFT37oBd3kf1rZGNucuF5ZpgtHNs1nZfnTaZpxxCegIYBkHagvnqe6wlmFkZhFGM2IvR8hj5UIJ2/r/jQYicuhgnVEYWLtcB2gtxLIrtKSBlNbkwa0mcSWmvaef9djLjoYuJoA4iyxiawyc8Lk3DrWfLNey7vzi7h0UL2sN8/aEmH/To+4a+tYQe3CdSl3dbxTZ9fPdQ5ZKNkZ82IHWhg8O2WDOVzfr35OmLceX5YXxxdFWk+prlTWfx+FvcNGssfeIUYoMmsEaPVeZ6FB0VdblZMbrkKDa071CiOLmEKqPmMWfaIYty1JEYLkrQnqd/C9H+v25b2TGgAE4hnP3cE88o5U8i102CLCI5tJBnwOWuCGVs0J9f3x3nV1XlZAzP/AaSrq8bWbzvNu1Q5sEby4IJTdORGOioGda3iQv9zQQX/VFbXd5Tt8KjUrbEqze56RrJqnYOWCCINIC9en+Gd7e3OzE40VXtwBsdozP08uZEQWAVasRJi6wYOtBI4xcPN0R/jya2F7j65Gh+vy5CAKqWhyklVZ8HygXBFfFvH4PAW3busBoGONTqVkIyVd4cppfpC01HXoAc4BnSBYbdq4Ie4/Wn+ODYDgtUn3wwmf8Pz5VIvCvWDvxUd2FRoXyA01DfbxeJGi87m081mAAABGFBmy9J4QpSZTA/5EAAANgkCZuDqSOhvgu6chLMELRJsq4u7prgNckvsMxufZ+xTBwQDLqOPtkilvk1gW5Kt+3/6qqVu16bcd2pJlWiG5NpLFZw7bbTlVk3nfcc0mUbUA9lvTEk0b4aVbuxsF3cVtsQN2ICAE8ZiRe5Ug1yixveAqX/iblwcdLfYnORsxMS4EtR72sCZG3TtjKtHWU+iv+wXQaBjV8SuzdadmaJw7GH11x0OsdVDpQTa1u3NJbxSEDrrUTAtiVcJvIc4v8B61sBGEbG36BKtdKnbrT+9ZdADw7Z7zTPu46f8b1Z3aTS/XHXnnpMsUA8dWBxbzoAKjqgFjWsm3EFKplOy/UNaagEpErcq/+KFeFPWDWsl8tB1Z517e8qaReYRSuBu50t/gKLd6vH3b0C1iMZLASIxN4D7nb7adC8J/+g32IpR0aEWvHxGrxE1K0QXD4lu8nWEmqIjSVutOWZMuEfPeVgNIBdVc0nncc8nAg6TGnE2krpclar/eYfpN037/kEcXHSx20e2IM2xh2lVYTUpT/R6hsOK93E49laQ871d9p3mRvUKkBbTUDHEXxiQ5DxnCyUl2CNRZ4PsZ4D5oBNOlQlQGX7cLaQdgq0MPC/SWB9EmfBaKSMcEbEUh2SuBQ8tP+P4RGP5jz0hzZ++IUCuQ/Jc/mC499BwrGOXQLiFns06HRF9X03g75yRIdE5pZCdQLH/4/VhiTJhR8p4/b91z9GuxL3XPQ3C25TG+KiaW0uRhLkpqQk72zKHFa1HHF4XG47pUqtpm96kwJSb7eeJqowKL+OWq2K7yr+8cpokCUvQ8gb7plAll7ykJzddyquZcuvzJaX5OuYcDjzXR9cfZkVQZ6elecVW+KgUW1URDQffootz8elI7AZUZ5Bu2PQEmLC3yJtKy6uEzbfqMIFWj5RVd1YovkLgP7pzDnQLP9XfdKBK+s4ByaDw0mF2Zexy+PLuL/KiN2q0WPGa1JsnpHw56jsMKyULepYp1ZgA/ZR8ryj+aY347EQKXLskKRO5PlJhuJPynghjxuEX0iDf8yc0b7LtuO6YnZyRrby1Ffx0uQjOB5nakv1xP1FbVL/CstiKqCmcl8uKey76FlMcHpu6FPYqJJKeNo87PIPzheVNim2nh1bJJqb/GSndDXvoY4tjiZC7IFuX352yU6ryfuTjTUrhcNEzg7u+85xHYrEt0W/meJ9kzygswAnJqhx+HMQ2pscPRTQZhPHLWpd3Nw6xd83x8nrPjYWjfzIN0WsmbE+g2iZ+xIdVxFslcKYYWB2Z0rKJBWzcyIsJ6KBFM0uC9Qn/HUeM+HunEt8wh8LccLPBFKOlkUbfUTKsYcQ1Ga7VxYKK1knCna9Lg10iTL3/XWD3MMQYLSXbHyXT5X8GXw0ltu5BGkZ6AQ5PgRrye5Uzj8jx9zjan6Lrpnu7te/tlpqJwL7Gcs6yZlIimg/IJV7cKZ2YfgXAWMoLfkAj8vD/mEqYAAAAvtBn01FNE1/AARZwXEWYiGm7b25ciwMwMaz15/q/9bhuJ13PmRa1j01opbUrNYh2MMxeDTZSRRwUm0yfhV1sTSHR6ojWBddkWdp4PIgl9jUGktRx59wvVdjSuy8++Fv7fQW//BATZ0774f4WwCfaAQdQI3P624lTPo009+Yx4yTYRNiW7nI2e5Sdas0CK3PC5eRIbyVvHlsY1xfGTvOBry5CmlpjJFGc3suMdAkORoeLGuD/lGdasKb2PTN0sXU2j/NACTZ2x5hgSD7GJCidqM3BVJZ4cC8fKL7SQWcSO0DEIb+thHTxw+jElz0FVCBuzCg+Y61lshKft0AJhfW2Q2tC+NRnryJaxJrdcxl1UCVR9V0vsBPJjhrvdo8RVV9DSDfxFmWwXx6hVwiiCqyf4LRgRWzplPMqFW/GS0he9aPQgHbY7crbGxODN4/KE/uwbZchTDK7clW+YA90YOGghNRpiMlqdYp6M2h6bOqrgDiLU8fHDYkJn4xwBQXfVLF8jtsVV2T5BRH7aT24niEooOtfEyFaMQ2xnPXC3zpGaIUVj7k+zr1lf35rY9R6uqF4arJjHrrlnAbY051ndsVI191yN7Ofqtzk3VrfpvINPAnKIyS6WeCRuQp8Jd7ceSTg+MdrbR2GW1v9nPtbm8kCYSz2j3aEfDYHTsbVk+OxAkH51xFvZ+rvDe96ZLSv/T2S4iowLJw/TcTD2NaeA9cp9G5E7429+N5BT36fsbavGwSjsx8L/mEUCHi2yurPxfW+R3/9Fv/vFmKAylk0luTV6NwSKP/6NqRzAm3y9uXdSh6diAwDXBElLL5uhGHOSPhq5LgaAJo4Za6j78aMsULQmJoek8p72Y/q01NB35/IsR8x68AnG0xuK6oF/d69s3uQLIcSY+8YEcdxZnXN3Wz0LD0KpmohfV3lG4oRAhT92oxZEvNaw+Q3HHVRMHZsivVRkDTGqBf9DgT+dy28aeQXlg9tu18VtzAq1qmkr2H+HZ1yUlv5hIqK5EJOsItAAACXQGfbHRJ/wABlsOBgTUpM1cbAs6/Gw/r735iA7s1qfdrXOX4pl6LMHBoERfOxuR0TrnhUIzR9lZAVcSfHFBuY1AM9YoVA1bzr2vDQdUXhCBbvjGIFh38kUIcpie6lh2ByqxipEpgb5Ds6a5SP3ttDb96Xp5BXgC57P0ggAH7U+/VmhRCN/4ddvavaGkOogqS6JVkzMCfOLt1MNCORxSfMyrmq+RX8W77YMDy0Y/DdyBOMBYMo2yZj/DySzMIIw2Ho0wOufsh5bf1XSlWZn6tHN4eRLtFFOhjh2JEDIzYNFie9eZ3TwQCDlCyIUSrq26ETw/n9SqKaLcWlzkV/+7viIiz8EJP4F+38+0nETI0v3htdAtfUeNDGNF6bDv1cIKN79YmXTXx/if43Ln9su8tP9VlX++YjNWmp4pXVdBug8vN27Tm7fKEgwBMSw4Efrrstdgpx2l1RjOTc3RCU093AbelamDJhylPlBOh6Rowe1DmHOkbKwldjzp/3QOf9g15kJipxnYvZtf+qDT1+1AkclgFRnlGOj6XN6rKdPQdof4wNxVbhInxXiXO7KD08a3wuSn596BZCWtdpQsaSGO7jqHgPw+ZI6Fu59tkvHxP3jrE0JsZyixmWyLMNrcmzo3loPfao3CMWPNLN3sYtrMO/+0h2VZmFPy66VhMVCfHj0dJ2k5dw0YmrFNfxh2Ad0t+xNt4kNhaZ6Nq044RAV/t08WAZyZMizFldO4r6uAHpsNpvlESTZqzPrH0IKpmoGsNULSxbW3fXK2O41FXMRrQwcqz7oZrGB4xupYC1A+1AAACbgGfbmpJ/wABmK3I6SPde+y4BXTthK+ouBuyv/kpv5LcyS+6d+4Td2ffnRFE/BGp/mMnj2P63nfypvUjozi+Jpnsi+5y1y/UVkSvu+r0GyMgXDVj8MVDnmKqvYxqbQnzoCUABkpNE9+Y4jePS8BLAKo1wh308UrTWhgmI7l/aJGlIKFOqVnqEjMTzwKFH2w0GFAyawQ7JPdWQKZS9Ocm+hzmntJcNx+F3dpeICb8sKrR6AKGpbWn7xMq7q7yjwU6QuylSPZm+YxTwPUznAK5EC0klgWfqofWAi8AyOV0OvAwmmQK/4ImOaVCKn4OPJcRNZjnLyJq0w45j2PmT/E0Hdp7kChzwqs9IOjz1kFsXYmS983Y8+k/b9t3KKT5voKmo8uzwWUtsiPjNWNu0VpyBYm/q1Q+/W5Q7gXIbgZE5a6PafYkl1v9uWXLVQNgTgChs5TdHyGoi9IaNrLkhO+T3KGhrhlq84unWoWOHkLxtQLqp+m5JMPXOYcmu2xv5HvuPYQiB3X7kA+6LoiU6FuZ6m3GOT35vNcTNI7msl1HMnpe8PB1wN8ORQHpKES0DjCWSxsSGarUICD1G29nz0g+KsraafK3Nw5i6bTi1a6QGUcjBfmNuyKrAiwUev0DmtHS+iV9c01H/LUejRKm8Le6VGGOMUwwdbzKZfuaWlAr+MtXKy03/BDRq1t5rTCG6Q/ihmcdoVDNIRzCYZ+NUkJDcTOWJuPpuwZfT3gwPyWlRbupbh4FqMgZ7sHQrjkK1NZfoIiSUtUIVLmq6ps+qhFv+GC98B+8R0pxhCICxqV5i+/nyJ3LG71IPJSqqJSSSYEAAANRQZtzSahBaJlMD//kQAAA2E+WmXtpb5zM/bmAq2UoKuzV843fwdxEkc0/axImqvukrTvuOUmFG0Fiuu+6u9M/JwpaFxp2E4Hf4LToTYCfLrKuIqTNeLRRFUaeryNRvIvM69sCohpEZOa2SY8Gy4tAKqd2emIp31eauoxYzYiXj+v/Jo/yv/cFYxShy53U9cWm3cB+ozgcOX9EpuIGszu1Qp/t9xNHpIwHgLXaIQcGP5ntDLHsLYb3u9A/PPbdFTObnKGkScX3rWIuJdzAhOhllnrpWHyG/lK5vgNkQAut/rQEqLlUogjK1eIRw0ltu/oyv2noQZB02akhWRWGe6YXKJMqC4A5Yav7gkugINaPiXEPS2amuoE4mTydlIjwGhlA0TEDKUofXsxGjkBHyRuFvvHg3vrNR7fNPuzc98Ihz3aCAcrRemG1t0dja+Was2v8vYU3zVrrqq8z3SIC+W7bFTEqx+4nZ3VHtBPm4NG55DcLd3lGtWmayhIcKdtlCgyL4Nrfmn0nr/qshmGefzuEjjna17iH3KxRElsXrH2La9dJTl1V1leVRxkip6BwAHCRnKgX+LGZbaJHw0uTFds+7HUHZexKaemlnabKxRjkdvEYByOHpLHmnrivxvFiqkqcBc1+uUSElI8FVBrp2vQeN1phaqF0hWhwer2OBhHlIEVCR5X6r2ljTh4q1ms4hko7KdTkBXLOt0fbuEGg6G45jbJlZ2GR18qoRJxirE1fHexkNxVthJ0aKcTpdm/F9wmkyi6ZP2LtbdD577IywY6pcQsRghoFUGOqc0qcucjD2lkSRH5LZyKkDNvr+USI37vc661nCSvtREh1attvwWn+c/l9vX3rs0EWCfah00q+FWutg80QPjVobMH1NGX4iI0rr0x9jpWOHKli27DxUv+WHUugd3Si5dmMDyung1+tDcSKfVav7WUzQMxL2WVhqSSuUeaceAqCgpYeqVqt2ual8S90oAPVnNz09aGIHYSrcz8Qgd1+TbVeQz3yV4AMnzoMyKqLZx5qUL15HT9Mc9utEwpZNumzvZ4CBP9FcvO5py03QRNXlwkPpLWMj5jx78V5tEzXv/xoHNnmgjb6rDRhjwcbcUivxgWXtBPSJq+kvZSQAAACwkGfkUURLX8ABFlRa2KkQ03beC21V5OOCSCqT954Fd37qVKPs0uJ8K/ABm2Jt4rhQKz9ARl12CE4PncPJT3u1wjgKkhgwc0Q5q1+PcjoWuXVXHEPC88mpf1umscswTiTJwnib7mm/GwRTzRyG2LaFk3Lxjs8VB+Y2og1YXTdj0EyDcWLVoco9EaevkliXkgYNaZh/VKYXP/qbdL1ZgSUANf+R4hadv8R4EGY4N1BDNwDz0AzJ3VqBcskJ2JDovoykt+L1ucuWH21cQ2Cb4VGfjtY6rvRyUlFf1AeSR4CBvBBcX8veV2N8mIu7xVD57pNtCmLZbVqUXfCWDDmGj/ONdEoiDAFvvtwnX0lrJcv36EXCyqwaNcVynxxltHraXnwHyTSHc1zf4ncIDbuO+Hst5bLJEoJkoh2kHq212L2MjFqLC7grCiob+ACXu6ONoDu84nMyiRFl9uqXtAJin3QkZ/ZmIXYtTHbGlRlBGfhfQPTT19haCrwyCwFysK2QMfCSFyM8y8PDWDfbrxL3o2L/X9GG0TH1S4Uin1oBTH+KsCXC6SkmFkDSluH6mM9GM9kpRt3Z/3iRCxctCaWu58+G3r7/sqWZ8ps2qx0b73xbqbJcN5mxHiaRpNotSNQlF31AG2cCDuHN4aYePGKklbt0Z4WQavv8BTr7c6f95MMf3LvhsGxfS9l5P24fnydYgtQYIFIJLfiETlWCCBPOHJPdiSn3/gNwD800kFbyPF/9MuElcqhj93ifqtrK8N7CXSqfAEVfm20+f+cOYBjJaOixaeQyHd0OO0NsA4O+TgzXl/nfjIvuH9NYRakZ3b1Cb//7MywjuaiC1ePu63rEQYoe0UnQhUmvfU3bsfMhCkTQjJQAipTRgzXS4LXbM5kXBjpVYBqKt3301tmRoDzNGoTNvBkP1iOgPt41j4rBuTB6oOdZeAAAAK/AZ+wdEn/AAGWw4GBIvNc89XLH9iz/AtT2JPxZwxnP81sDmE24CJRqbpX4Q/RTUWWGxTXyWdB8LbxTD4+dlabiTwo4uq3W8Wv6T6polUmcDrHHV7p70+fK5J0DfvEXIcFfEPK6ylviYVlK33BNdIw2BtBOGv4BdAG7Itd81w86fZrLx/v4QSrukd8uZNmQa4bb7RHI2xKMvivBdUFS9Oe4HyU0/G2SujDG+95hsjgEeHv3T4uIZ7tKvgleyvEun3M4duqjz1BE2xsTThx2CoN4wPvKqv+m0SwJZ1s6aYHDzPX5nLbY0KTWGm2Jym5yUIFbY+wdETN0tFqc8hLreVW3QsRNhm61KYAOAr0AU10cqVzDuuXyMaA8Lz/WWGUDkDtvKu8FvuEzIOIPi/mIEAtGSdnMFNkAy9+zfhn8x3S6J1QvFtZHbWXG9EcfDFbyAORhnC3268d5uiowtwvs20ItaRAxtVfWlSpFePzELK385/pXQIzWW1xMirpBz3RaoJEXEc2vEfzfD/b8LlElA8GnANJl59nGJ7UtQyNIxO7e/wl+Tdt3Xwly64qAKvoinbjEnyyoDzQW3nVL0Fbk+TF/MTFL83XKfVbiQR1kwnjjJ/VrbdK9YZ40Vpw5Mw5xaPQJG57ekSpiS5no+TqJzDrKsJWoikSYmSQ2yLxZeGI65x0ZGAC333m7rSqf6+E5VbKscJ/ePTE0QwMoB5yAcE1gpQBYq1Ozt3oEeIt4Bz/4VKMthVgJQ24OU8oiot2rHgXOvkpFFJn4yLYbiOqquOEErMu1Z+RiNkUt3+iG4aLOqVw6KprEsY5anr53963fq+6NM6x1JrZ++4JoYRHh9Y0VmrWPw8EGD7jZMK475yW46arOdkaT+ygjumhMIhODnGPesfNqOj9d19QppSj3q/t3RgT6a7jkiqjiD3rCGoJMQAAAtIBn7JqSf8AAZityOkj42S+Z3TRl7TStQW/Eg1eWDW5HcxnrZJeKHH85gQq9YtdpM31WczipRq5Gu56llMBU5b1xjN6xFE+5/RMo38uQyY54F2sOadEetNjKR/sjqKgMFzNxXtboyrvvRypi/1djD+HwDcDKtbAy/AsOclpqo9foOfDvPOd4TH/6Iw6RJ3rceB192ZYlPxHkhGSFGTIJCE2QVW7PyOKJoJc0e9vTZCR2/kEs2WQhLypmMmbkQ74C3JOT05xiPDFqd/0UJZia3AD7ygp9WmP14SQBX5UCO9vF/bM00yRlgt92phfoDWFyHPZzOIUyxCkVuqZ//SdVlgAPOSMGG8tlZBsxB7BzpKbteyoHpsuxUWO6WtpStYR5OXY2h35O68prdGhasL0zMgOrC5knI7TuOdTY3ejHpTrdvgRwehSozKyO6WzpBog/i1YpCsUHQqn/NIDBVHPDo2vvaXFot77Z268U6pejiZVh70fFvEaVAMArsGVNUJrQozVe/nAnp4NlQC3O0JpOAUQbOBbpqNbsAHiiYmIXbQRDSi3OVJb1CH1mKAJbRgOpSigU/zgmlhROR64jHdud2+lt+mH3qoiwEvyek7UICtf8zpqahPmBBD6jlqcPlHJyOytUjFpaVMQWRd7MGjfdzKjC4Pd2iiAGFykFsQB/5rxRKbVW//raaPz1MsbN+g8FQYAMSncCXTDAkPaTcRW5JT+c0x5MVlX4oUU02ni+DUcBE4BUa5p4Q1IIA2a0XRp33ApIVawNDt1Ds7VS2n3QaPdEMe7uU2xNG6dqvmY6WXLW5KTHDHRBAU9aUc9CcZ5GwFGeGnNS9CfdTMA7fFvEDo/Ub9SlIej6PQdVUMQ/r8PmvZ7LjUMHniWLzvJFPCE2/OhaJvvjPhoue7I/EJPfgUSJUkbYgVbVd21Xn4IuX9Pv9Bczh2mUij8a3t0jV6tAqKz5wAAA15Bm7dJqEFsmUwP/+RAAADVDUFRXnBO2aOx839XET/RiXP6FfeqrWR/p5kP3bBZBfddFPDomZcboDhsXlnGf4trMB+D/YLPiQ1ea/kyBHPQEjr69ljqeQKzvhtKTq8LfpC9eMTlTSULwurYWJG2fy4u6leDHFAoJQ14r2T0yTFefdtwiCYyolZfjYT2M8+zNl9DR10IBs80Ec0DVMhLMYH5F1mlCcwYHAaqvke6YFPuVbIu7ynm1n75lMZTmbVv0MOANi4oKJsiiJcwO7+qJnvVIqgzkrmFtHZqIKrde2QSnfqs2gmloQ9fimCvgcPr/k1fuqHAswHA1YVHAFu4iwPwuUwLhatGf9K9Hogdky1IWiQbHFGnvsx11nNPNRU5WUdNh22ppUUzibZcrZOSmQnrSG1NmmxP5ok45KkZE7cWoR6Jqux/YAnxco00vT6GOJ4DOnIsV1YE0VOmFLnH4Y4r1INDev+uND0UhsG+nRFCYF5/RDu2uHg6eZ2Ze9OXBtPnbWGuoOps0kNI/LF9xVCx+Yk+DTt7D9fBLQkYdSeobJXKLMYZK69qBtxF1Ei62Fbi+FRCKryPacIBy7cwNatwyYZIP+RKwGz4Bfi6ho4SJJrDdGG2VZJbO+eMCj2b1wTVezJQLgKiXe6FT6OAyaSCKRwBi+i8QmgU5R/CPSmYN4gMjHxOLEkE8Z88tx+l6igBfkG32yUD4mxOET9e7DxM2WUN+Chbr2jBDZa/OmlqLpVkyOfIi4FVr+5igaTstxvHjkyPwJq4snhgGtvz9erySP7fUEykpYZuEGkQwKqBA9XlweucnvYr9Xu7vMyYKSn6DC69GnmSXVm/GHF0B8FOedjYJboo9QdC3fN2qO7QibS/ZpHkPBAUb4oHSTOZyMwddj9JbY2U6FSG+JYlnM40hDjyNINHs86XnyWjm9u+LCLSfZG1s2hMTOeschGki/Q/SVB+SFNOUwsrDg9JRNujK2ynuFuG9xogv173E7oiVbln+Ldy0xvtwTQECnRRCStBzI1rqDTdWlLlJNVzzbbL0lXUctPmZe/2uhsokLSbT4H/OwTek7PUFFmgVEgXfZughevZpSfggmnVhON9s26rltts1hLSYQUzbyFZaKj8qbU+ORGgKxt3LUEXgmOmAAAC2UGf1UUVLX8ABFlRa2KkQ03cvxRyi8nPl+5vZTfjwd91/i8up8BQZqs8FzbPB593OIE3zUaPQesESxOJHgqEs5WIRETjFEjTeSK0Lz1bLyU5+a2U+ccYgxQnG/N4zQbc8rCVQhMb8TNfSr2RJSG1Y04SaeKxgyQOzYAjigXoH3U4vV35JVzYvKaiYI3kpsZw/cdrnu5oo0sygAmJsVsZSJl2qXSIAqzBfaHooe0f2PtSP44JtRjhUhUzJAljLV5v51S8Ud4ziK2xEZnQfuLAo11hbFch0EhnEs1Cs10gN+vQZaCVBjclvIFR96A/DE+Esdi+9kjIwSB5ShFAJ8N6Po2B4Sq5ciSWteGJYgv3jbKZZcBvfLNL5gyj1W7eKfSRWqD7Qh0TpDTjZvjBd/gW9uR3rPkPuPnplK002SSCaJSkgzst/58/ZWmydwwCkzEQwHPWxM/xLzV/pKzUbxCSBCQ8NPOV6wEXr8U/sFVsGcYEjJi9q1fBhlY4U9U9Rpbszf4jllg6oZM+LhDkL81/cgkYURlN4I0x7VdPAD28MI9L9HzDbAO9FXhihDnZbUic1U4DaMGSHpG7IB0M4YWQJRVDsJGvxLTpHe0kpuaKOw9hsnKGQ0nuwnRLJ2JsNtSs6zgq+qKAogfXrH8JQMjQA56U/3taMIM6uihetnWW1IeIseWVB0kH1MFtq9bQvbAcj/GFNdbAZdrEzlaV6BeblziXio/gyWmp5rtz3sYEtathgBR5PkRXiuGnZL6XbTMUvconc9nJo6Z2eBsq+hTEfTBmoo1PQAoZx7DoMzcgFTa/sVzZBBkVRsDGbWWaddqhWR9O5tCyZsTUm/bUXRst/leedeVVpjT7DA79Q5u+/M4dzZ/ry8Ob2mIorJIT1cEOEEdX9zlMcXdPzVaV0cw2y27aUC5QSJU6UdjouKCr20vCEs++opUbt99QGNxSfA79l/EfqoacMgrRgQAAAqoBn/R0Sf8AAZbCfD0TPSLqrd6OIJ5+I4gGP4budLT7g0saWVnFSo/FwRlYwa6UnNsplCRUW9Flf6QLw84mPPvbgZjo5mhVRcY2WMzQitK5WruTR1EvQjn5Mv0vTtZdPiwsifeMPRZJ1TiIFueFfuMjXBjgReaeYGRGZFZ6LOZQYf4UaJma8LFLI1ymPwB/r0vYNfqKHUUFZxADuoqHT2zKMa0H0JLGSD5B/tGumTr1dPavuHEOCR39Agx4BT+9Z+ChGsYc7FKZOTEsClUlJ3Gun4ZdNBjHgd6JceMA/XBJM2oip+lAE3L9LGBX144ETjMTtH3pRO5MStlSzdVQXSI4+YtGw8SflCEDoy/rO6knl4kHqJd+vF7mzeNN5fujFmmP9+LELY11tHlqUYuuU0QRsaC8xA887M3GkBWWSAyhFBzUHs6Lvczm+fHKLYoLV+RUvHtU5KruMz2XG9VLa6lqRO0S7MeHCDau0Xr4xfhrq/2Y8d/rDFoBbMB1Yjm3lghNeZEJO57GLgxVCLI2CzZ9Np8XEDQZuK9RCjDcAuNn0sVRD5Teh7OuCEohUub/h4TLE71ApbcfuJjzGpzMZFWsXCvCh5iI/cdHAYcf1UuKqun7vIG1dUAmkndTGio5+oO1TOUkfTnIrQVGEMtqHkuQ1XFjgbg+sKscKnbO/5sa1ovQXvMpTxlCGGnhis/1oAjZ+mFTYaW1fu+ybJRCP2zwzuV1p1XG2DWVMbZXgCTt0FmYZjhgEnG/RXS+yjiAUMCADa+XIUEFDbrD3a8BQtySJmYPnlylwnTvL9kieU/zzSop+kmYNTuxO+8AMnVWuD5btE4Z+adE5k6orGQTacJmVfYw6D1vXOYB8rpRXKIWvDvZ27tUZ0juQDsgOOx9Xy5kjPdliJVIqSFQAAACaAGf9mpJ/wABmK0YJIXeENNXYRe1gAEJ2/bPH8Rf0na8zo9gZufWvL4NQ/eddmUGe0O9ynZeA9q/eEJhK0R/axvCe1p6sfH7tl1VF7Vbg0F8px2v6dnbQavV5LB8o4AFB9sMoaBlmjuFoNXo6qKY6VYIh+dLADn/ZI1uILCeIVPcVcdZtpuqLEJgmY+uEqgeqcbDnVMnbtxIdmrQyeFjM4te3FLJI3DNs5f+iCqGeJRbI361bwcMasXVMAlgPwrtlZG/lBQ54EcRsvivq4u6hrBPhpjjPFLRGfp6MSrcTq/NNTRbb4DViSoa9U3TsKbqvqQF3WsbE/UMVB84Md36RkXZdU5fdOml2tsWxLSBDGDZ8HQstVoXyi5AlNYuBgr2GFZ697kjXtg6imhsHW7S9yf2fRAOiJSTTqvRIwJ9EnlvmxT5oY6v5fPxWQd0a4cwuHd5xMxAZJpENR9OKOeONa/boyGxqcW35CrbyB+Fwzctr+Hui16BJVmhie8fPFk4cCIyEePMCq+hu7uzRX053oXXFYcJRerhaIyJJ3IAES9AUYipBvfafmb7TAge4Y2did/L87MgGIBQCyNfAG3xQLcnKYmSVnsCn58ycRhnnfSTIAr3/dJWWZIaQZxPx/nV1lCaj61aGUO0U/59WS1z9wyEHn9J9Ft9HVp2Mspm6Ee9RGDzqkCd0vQ7DCsLUfGcmoGazaAwLdQr6+rb3h+bhYtmPrxx7NvcR9Liq7tkSr3Djc6QG2QKkI/ORnJYQ7+0ByCGvUO2Sz2SBr3tltC8M/wZ2sP2demW3UB60Bw/rb3TCmEAaInJm+0AAARAQZv7SahBbJlMD//kQAAA1QOcWeOEkjKLBv01mI/gM99RDRjO+xv/8g6wDT8y30Xyz1/UjoCbHXiPMY4ou/XnnlUwvBFwT9WHUTWz6m040foQ8MXuVgg5ZWx0G+OAObxDugrhCz4B+arujXacGHmPrL+/PXnt5c448e2Es472lTOFJnmX+exG4JkvsXI8uerHR5w77Qr0Z4ojkwsPoW2gIsxS9egkXUomwNsdGOHJJbmbLL1fgNzHPc2SLCf18HMrVZoplA8Xwu/2RYiIjfY+DstMBott1op/nTawB5E9cHv7aNFiQvmR97Cp3vdh5SnwOgCzwR6aKD6DRSzaZ+O2HI1LFjGvuoiO23CyGKNDMJoQ4O1engOvYzOJX/KSUoCY9QpWwv0nECxx1K4jtK1b92u9h1Gb7h+Fw2irSGWFaxsrX5pm9NPp7Gj8pUdNZ83JpgkM00h19DUKgPd9TRqNWDry4YgGBqHQ95NXjdGilgoXSwwf+23oz5j7dFZDdQsROHmvy2LFl0DFRkGBLXlW1EH1B0jqTaerqcbG0xHyvskGRLllRwMkPhkp2yCnJbLcjQV19Xf6kh2da9oPYE1QiQMu7bIt+Cu7gbJK0HhO5fTj/d1wSvQddtLP4J+IAyIJ1+wSirwfue7ihC86/DtL9nATM+x/idku3psuiGVQzvWOjBZjdVGQUNUKbJcG/HLPtFqJflzGuIP645Yi3RysxNTig06qKjg6pyyHZTxHN3eYWgVdxRwXuicPVpmwe9wL2J+jCNhipUv3NezUV7aRwF6BUV0Pb/22cOIMbRtGn4qbSYERkYESEBs7UP1Po3zwg08dGbpYcH4hmhvYcn0SAXHCYgq7+XB1f/O066Y8NvImG//auXhK6HmrOCl5YtDMK6aVEFH1v/BcHKofxC7cr6xGccYlPBF/8TlZVI8XC7WlaXcZ1ykGXdc5YWau4+OkFYyIU2RzJBoftOJHMfh+firPeKtjmZPBQ45Gls81fTXf/HoXw/zW/lALks38opURQexSFSJ9QlGXs2eC8giUXsziGU9zbIQlRM122wqEUBREk0lQL1bejLk8aEhP4yFrrWG2j3Gdav8sKzCUzv8z4gc5bd9D2clo5BntkuLt6s1sDRxlv6/LIJSP+7hBCICbWSDOvRijWrMSPbLbCtx178BfTRtiQZ1O2Ly/H+hmNNW4ubJtkEjTxJIVPvqqcKLVyQgvh21XOg875CWsHHwXX2G/QzhDFRMj+Kxu6LVsaCcZ2FV8JdlJvhiCUMJvz/v6yJEFmK3OMb13qOHgUbWONs/NzVCUfjBFagzB+HL/aZUxu1f/VgCj+2UFrliH9wTj5Ozkp/9mokfef+h7FcAps9oBbM3b0Egged1rwlRwDi/PRu9H12JQJ6nnpoiCwkNtUTtgND9NkIiTzT/ac05hx2z4AepTNYWAMiUkuCJ7hgUAAAMJQZ4ZRRUtfwAEWVFrYqRDTbePlmSwKOPD0eJh0zLdanJjOWaKjWkrVx3dChdBa2TIDfxX+fTiOta5B/h3FGGPKwVva73RGFvgSgpUOQQC+pf13/C5Bz4Mgqik0HX01dnjqRMRseKeUj7LYLaDYTgY/nZ5S02Gym0j7cRNlAMOtuVi/wjFJrqxhJG3yK6Py8u3SJ/6Y/JlRiSnbxI1ewdOEuc+HeV1mXLRrqjoyLr4S+db7VlI+ROvSPBSzvVwUMuWTIZknDiRKvmdDLD8+KU5vXKZAhRC2LmG1yIrcjxGPHfgHssRiVXyme4mFoBOGzJmQJwoKAa/enHhbjVgH1K0lUQYPSXsh39qSEtvZUlXdHGviajSluLT1fvRXNLNbraIee4a/JmZup8NgBUA+vvY3p/qtnRlsCLFKpk4SoiVqeNudOHUcIck0n31diOjYiL1VpZrzwIAqRFDI9/ZNZMf5uR3MGKWYj/jss+JtKsdIRBzpqiX9bu0S8a0YvDUM3Ps/XHm9oxE+8tWkSBjk9tKMyh4WnNFPA6lXjocTd8C0rIXX4000cSbUerMWE6SSDyCR4DkxHd7pSIAEgyAUVKOmK/S2tPp88GELmNgfJhfC/ICXf7f/YaatU0ihHaukTvAofsm0QTT1K5TWlzvPjIbO9Wga6bXdys3KO9DH/wAygejAkNRZ4U2jU4EJOxmyqEJ8Pns/0vIVPqOkIlbxtyui9ft+oun4N0Ap9Emox85Dbz4q9qkUdvXlbV2XJi57Xyujf70cMoxW+bLMqx+UhCC2Zs3sj+nJCIBEvLHjS9H9SXs595nQ2qLGjn8hCdogiR9jUshv/jnYsUE/aU2kSCyJbG2Hgw+0+CvGSPvB0hgWx+Tl8PJ9fjDayZUddKIRtw34IoTgwpvWMKac0qNDqDQXKdW7jNBbquYnfFblOeDHBw6ZRFw/AgewfK4gPiVhM27W7bgO0RxOC2Fx66Bmmv7FFo9flIZVfFtJU1rl9TfrGTMDh3dfmxlflk9tJSQYDBvuo58C4lvBAcQAAACwQGeOHRJ/wABlsJ9AYT7D7ITAi0X8VbffcnPA0aLRSLH7Ba8+7YcAYkYW5jklDJlmZUVcjWEzez+olh5B+c8SFuSLMb6cuZv6muP202gsFsoVJn06HPIOOT9VCQYw/d9mKewVOguztYUTEOaeaP6G5QlP4E9M0LD16CfbpVCuk5gKTu3lSTksbomebENuHAWA6Sbmur1VhvNhKQj3zCHgUYmWMdvUuZYK3xXhd2p7CuGbYo2WdjjcDZBDqkHST0NaW44v05VyFE7kLjtaEI/wY+BpdhykAdOs2U0IND38At60qmoDKadsqXgrB0uz7onbZRJUkKBRrP6eAAOpaKnGYAS9DHJi7J2g7vC2O1g7xjdY89U4TKMFjsT9LFjy6pBbz+lctiPEYzvwEkwpyBVRFWcRMQaDc9USmoqo4FeJn5GjyswUTnNUfOcszbbJJ6+xmFGCTbhMfyNaqpDhhn54szGv9eV4ApbAx3FwuRsb1VGKXMQWjJhQOMOVXqcFuAUntMrk40gzvXF4wNU5vNGn9XaOmYHYKKeKJ/YCbgZF59hexj1IoMvKQJ0YOB2CtFddBXaeThfa5d4Qh4E44H7GGV064Hi77or+OlM/GrhK+/3ZEDR6w6wW6mCBfVBVClxE7qimYByAWQzLhCw1HXrkefvnjnUttYLd7Lw1eHS7y2b3xam8gTJC16jFab5z69ulDVppqUJh3zjCtNPiCIJSh8/VTP+kt3Oup1aRqOqkF53GmG39r0tx3WfjN2htZVoNI6RFJdW3f2GIdTqNBrV7H+idRQvVRJaj1jEavvLUVvOHGAiW6WainneNY22Axp7y/SA7QLMoz23wKKYam27A7qXkdCVNTouJW4OC981kEqtfQ24tGnjnY2oO1cA36xQ8Bf3QRJd945udthS+WOt2T0IK6RcXTcy+JICHNWwA9+/tQAAAvEBnjpqSf8AAZitGDEF3xUB10hRlyzdHMCBwdDeTsH0/ws9Wj3J4MVifowxNX0Qnkj47wqUGIuS6+iam10IDu/6h+aDqT+Td4kR9Hb8C/DlFBlh74tZamG5+j1/Dx0Jvk8ftnNKICblEd3Ffm/SIlhUsxXKHBKjWVIeNaUfL8gyoLDRIMOs3gqfGSqhM7O0urlPOJygjPA0JGiHLtzluN1OkxEwV/HCdDIYS25IThxWPeN8D/VNCNS/4lRyvobxO3f+iIEiuSnrxkpt5eoNw2FqN6elfks++9zZsmVciDEQ3rnwWe52ku+meYO6y2b+NcIK85RxtK8eaUfcaDDyFX6b9PrzdbC/ir98yQMukcIxURlWtyDC108rj0hUsOgq/Sbc3EQF7myQ0tNxDjIgfLdkVNPeKNtJLKeoEKfQKPb1CLT5kYP4xmJRbnA41zPxNjj3jJ6HauxTNQEg8iFIFwhIHSKc1efvvWSz0EXClbyKSuOwFuA0+oa4BNHkvWlW4CP0mS7OKb6tp/t9AIk0cFPiHmcNn1vuopipw3L8deimc/5KKbwp61H0TMcnZbukZ03rtz4ln0lT3+X6TsoIGjE812p+Sbwg08uQGcwgHyNEGGeJ1z28bV3zqU9TXpNVcgwheZv9Qu/1JMWzid/LSR3XzRyGfxom+EPHNWTxJaO0dv8bTGtihC+L8lLnF3vpSEvkEeAcvoc6RRUMk7WTRkszDzEsh6h4j2mFHN+nUvoXSAwAjeKZTW1JdK78qV5MmuHmFz9hqoedWsBw1OCl7uKCUisI1Jkwy6XzB0WyQB5S6nFNjWBvv1zoKIIjQqXy17FlYxkc9//yBLJGkF+kJvrY6pgCeUowsHvYx9FHs64xeFzLq0aHcq+quJgngJYyF4/x/E9DxfyuLiEMhhfIw+7ORhz4SBqIvOxbeqzLLGtXBDsGEvjKOgwPQvVoIvgHOrTSs7Sz5peI81eJ1I4hmGpX8MdrMcmvr40CAoB2Q8Jc3p0AAARUQZo/SahBbJlMD//kQAAA0APguHiiYKHumt5PWsuAtvKiq/2nCTOqx9QXWiw8jxwFFquVzm2PDIgZNv+ztUCfR7gQDX779oDrAMSotlVk/lJMn8TKLfkFRkksclP/8ab000SYkVAjWxITIk2tx9qZm403hBubv4HmAV57eLakkkxBYLoC57+AXh3JkQnV8LvyWBOGQLL9fGvlyDfWTwfs6oSvR1qfaOcGUdD72YpOva1ANUU+q2nPLfH28NeRle4zBTFuqFZdE7UfHO1Ge/P6Hpcp/IwxNSi0eDGKeEdaUggKMwJjSgxMeW+9ZtAwnQsbKTVnpSHSescD7mFMgriR0ZiDHVWUuX+k95kGQXv/CIBhVEGYqPUGJwkU0iwT/moyz/gYOBZ1AiEb1nuxr7YTpFgqYB/FxsHA50prJKF542T60Oq4Bz4hJbtI6NqwjTYJOmV3HrEnhXjGqkSlaAupAmnFgG1lvh74Wm7HZewszlLI8ZqsqMklOWsUyGwr9tscKKg1qon5N7WkadcRQDEc0Yi5H6SCUv5aC9kzepdWoAV4j68qmOSL03dOyXwYot1vlAg+28/p+ayzeV8moLUhdUYLQgJs6nW/BMm5/0fdAf9SE4AiES2lvER/mctsr1R/UH+E4zx6WgsldSP/B8Memj3wQsWrTp8Pq8noEuiaXGA7+zwxT9ykvCw0t74OeKuVMUXtCr/TFJ0t6Uuk0z7OXlIG/zPKS6Gkt2ynmeeCbqp9hSw7xHBOqTxT69yCu2mzoP8xRna0tA+B4NLJDSxNp6L7/KY8mr+XqMIVtxzwdMYJ/NutmUXimTVaY7EGB0VSXF3btvC2eaUVHFhTqHQBOb2VyAUmu9xg2jSSfu+0JoqsqwaEkkFvNbsVLp7U4up6EGQc2gG/obEo33FRxfwnc/Y6ERNiCD4D+/RoK0r0rtE0PYxDhMoEmA24XtotFD2pKC7EOoPDglK/l+yPTDVzANNyTfZo6LYZDJa02g6r/YyttqBR8M5RJsSn1STGQsbppYFLjdvTmKn+b2au4rnZdJJnCmomcC5daYaZcVsEXg2EXob4kE59+mNg7ednlDI7u04kM6HhFZG2V+nBIvEiPdDnwaBzTRKWGUBR/kZ6a1vWpOYTmvki3owlffoAQ/JCfhUrrk3YYOHaXK+pglsbQ9Wi6q+QhEJQ7J1iZ5uJvVtEQzqpip8B/iBSyRgVql6EocP+Pp3lOMt+fc20alnvtRfEHSqL1xflbrPr/jVg1bynCrixTvLFVDL5PRuCcYAXfDMsV2v0VJcTiwxT55mwO6V/TvQeFTSlsO8ZlhxHo5E5U+7C85ZuidAlERz8/op/sMzMn5qOD/TL9RWY/PDyOEDvI1CBYsttcrzqCT1WIkfglQwzFXN4zP90sWGNLRtC4/Liuzz3EVGHYvtGbL8LjSkoYwyO7TRrjpbLWn4HTY4UcN+Grk1ly3vd+PidlZD37vKkzQAAA0NBnl1FFS1/AARZUWtipENNTR0t4IxfQhM/ifr0ppiCvQv3Kb27xFkq19H8CKa5ABN/M1ztymuQZnXiBPW0uBnPxqHiT3OOUnxMjHCUMurnT0O7/NNKs+QHlCLm4Ov2hbm+bCiTweh0sUs9x/6sSG8iOvFyiE0kwgL8MMc0OoOuWL8+xfgw2pBnTO39KcWNl5pDQsKh5HLMbrPZ5mn87lRK6Jv/Q5O/6L3JFXEx80njQeVaZL958EnN8vlgxVcRk44+qxbZXr7WhJ8hDj51vboQ0veQjuNJcZekITyO3n/zpJ2qbJiMemF1JJBHf5BwYUt8FdyK84pwNDEdVCJ5lT3wMzDg5W7cgCaSpOndMjKTGqYlOq+ATxCz1WyMP7lrPzT7bIPvhimSL+hO6bdAxJZQWb5OqRzNqexRoQkagDnrZOND5Fefjj2flCkkkC7JA/CPmn0PzFP2hKKYvLPe2ECH7qItPeO15ZQB5b+B3aaNIKjw/0UC1cWmUELNzQaPZi/lAIZbkocHzg1mwDxEMOkZBP5qaPUhYiNNeJPZRcB5IPFuZErDYV30fzM/dTwdhHwFRZ3EFcQZ8R8+zms4pNBYS9fn7amEinBB2T9ZndgqPgN6OXe1fFEJ7XtHLf41OIaXnvLSOovyBW2SynSfnCIJ8WH5vNz6Zmev4kjbOEbxfkHdsib/1R/Jbyoyio4uiIvwMhmgLDzccki43o73BHtbATEl1n08bUpA3XzsdcGABkN6Z2xls2Po7+iz6TQ6YkI8HLoAO6Pzh+8GcGz3fPLWedzevkyeIZe3tmjZs9cqTLbFHRTZJPZYHpjRdBRLFiHqNsYnjE3zN3y7XhyIo+NMJQgrU2jd48hxpf8d4rkCPllJMlCptpfNctS6wsL8SQ2fcu4KlihhUEToPmVMuc7Gh7jqQkmSL3fS4gez6cR22bQFc5pG4mItwTNRMhhDt2xTA3pHi0kDNlhc0qfmvsk9CIRcL4v+Z4w1HZna4/7eiQrLPNPM6r5awDzm21IScRU5ai+CeSazPuAbaH4JX+o8oOJI9Vc8oqtJbZC2oAbTpEj9O165zBkHYqNSFw2uhym+fIdm6xn/P06FKQISyhrFczG7AAAC9QGefHRJ/wABlsJ3QULz+/GfsMFbcwcPsT82gXw7k3pNQ9EPuX4Ul9UOdTy1phOVeEFp/HdgnthwiFdhdLyDuvLiofXbRCPKOACzSUS6rO6j0lwgbG0bhnAuSGRiRMksaodMUTVi6JVudUO6JHmJq08AYl9f8iAHtvgD7xzLh27Q551Jr3KobGqbAmnVQTmLAtB/0YZhyLKsak972gHHiME9zjIM1wp8xSyGO59d7F0XSrUJy61FQ6ddY1wd9oK5sgL9Vvmkna/SJcLKYPKQ/kWRH0kToYgcGxTAIt1viNDo63Hqr83i7cbeAqk5vh7bkT2KfHEovQExBr7dqspaEJOOrbxxaEtm2lK5JXMBrTgjeK7GWm7aRN9pd1JX33RjMSS3u8AgXcXsOHmv3PHQP3bhKMUixB3roiyTyF3SKgkNTu5H5d3+rpF/rlPZguXwC4hq4kPQ0boz2Qt4ZCWSSoI3JZbdvrRJLJT1hSCYYx+f5WD9WLemFfgqaOviAHVk7OGuPcW6DSI2lsdlHMGfJ0/5jEh3A2+ymp6bOkOODnLzkBTR9U7Ohq697vZZVffYJdPnmYQGPSr5aG8/yHKqGyhnutKUiSHrshheDN9rbf265TgBvzF02GFTQTJhUpcvOmsyDqo4WIGXx3btS2p/5wWSWFYY5yf8Qi9SIvypJcw/MjlQQHce4xKc9pmO5qpsgmgFAU5PkKvkwO9BaAdqqMRYJpFeZfJ7+tiKAj4so8F3Y/F9OnK9Q5wHuqJ9oAAtQq2yzNCDkGmdOgp1p884p5PwfeB5qFwSqkm4A1FDsWX7LmOfbo1WZ26iMGFsMZrQQ4MGaB8TIpdf1xb1Tf1M1bWdSwzfiX86SIQfTFjucYC9pMUUPh6ZHRv4cMh5j1960c/ToSDvj+gPT6371WZJySbiI5QoEIKFVfo6T2Zk2no/cbDfTyCR9OU71JYowK+cP+7OcRdAjpDA0mc9Vc2rYPv4WoqJEh4tVOlypzBeeIw0qAHlVj4AAAOKAZ5+akn/AAGYrRVGWKMkHrld7WPM5Xy8DcQh/4EipgxbCAq7Hdc8bJbo8Lmcld1IgP+dJN74oMK/vh1rt/wiXn0MncsNEEl1CbQCLLnft23n6H1Bj1fiufyn3lOgsIWsZKpLBg/YhJX45CfqIw7TYsWrXjjx8N8aFDbdazzOnOIP/7UUmbwgR/rl32NrmJrsLRCTXcgmKp5YcYY/gblBUm4AX70BbCGiiQiz0hLqhKtqxQFt65ZnE3qDi0FH2Wts77clK/mbnZaSB2kS8dTVC+WPwfpz3xZYXO/eC50B+dv9CCFT1zh8z69HMjtABnY5MDtFsoB2Pbo0hPQS2FkqNXJQaa6qHqloyZdMVGF+iH6eUwDWD3OxxyzabpIBY03pX56IFczwd5lMv8vQqWzRdnO3VIihdGjiYyZx/f5DbX0QaO1syuQmB2YUicT7ziy7qx/Z2B5Gt5eFfepeNnvcBQtOAgNga/OQz5emrtZ4pw4SQ//yUkJio8bChs3pPuPLpVD9SHfYEmMp6JC/oyyMI3sLAOnrvWX9CuWCcTwyvoimZypIr4bwAhom+R8hcb37jnIWQKSqkntuNu2oVxlx0taIG/bSM2wAPR2z4ZFGmcymaluCY5K9fcjhvaJWLasIFSkrwOgXA43wU1E7NS3PkMsFQ9GFTHY81SKXo3MvAMtIeIj8iNOZ6pJYXGLwHQAWd5aiYOyA//YMTH18t/xCbiv3VmnZDfpRVocYODXniJ+vA3o+l3+Vu1ZTrJ1aOm8vKZ+0ELYRMqC30TWOMjYSzCSR8EnqChcrYXsNHHKi4zm49d2xp9YNrxO6Wc+Ucqd4B5hvCYpKczdfbM14D1FV6yQpErcIafy++PZ+WehqKj8MybzfmcSdMtG7InggjyEVTKiO4Wc39/6Qwl9IaZ7Eq9o8G3guLlw2lJlbahmXVhiYgBtB8diHgqnHzYq9tnTQx2aple6lQZqubBtJlveaYIMdXme2ZxbN+Cjzwe8+uw6DGN5+aOuODvLAB6H9Hp9TSOPMwu8EX4DsFra85AHHQGXbQ+lpF6jLIk3gIrHVqBSGtWuFymeegWVSa1KQhewmXb25IvrUeyFdoH0WiCsX+jtA2z4KjdG4rNE2hFEwqcSTqyCQ8HT5VeacBXRUw3VDVBXVm1EJl3SvTsNpPk/tWZPGDOUpcn70mTeLLk33PRan1lMYbaXA7eM3AAAEskGaY0moQWyZTA//5EAAANP3jWudW9Ic9HHRGm38KfdM66eoR8lUNQY6QXcv+mB+l1DBc5rwyIWpe4NUKdvam5dH4sVKmP3OvSYvKtJCCiN4ELfvvvcG6HIwI3eaFCqmP/6hcxm+bwtba4Yi9yrgBdioZCfEJHR6cbwvx2tsGztSDs4uZNwJfD0PRearinC2qYMwuKReMQ/Xz4y3/472vOLiO59tJ1JJl6VISCR33O8c8npqEZMRhf//8jbdUlJB9iwu51QkRBtLpADkeKRc7rDJ7y800YrPqnWl7eXZOiIvytIUFBIcTxDp2BsJOadr5JI8DdyBkUYsgGRYloO8XqKyJICb4lWE8YMkzeeesfKYkvsSLAEdXCv29woUmD0LkGwE1/7XyAaVedhczVcVG9aM5W+bk414O5wNS6HfXLs6Dj7FCo96NpKDVgW75BPO2aSc5lY2UGaXX/F3AK/kPNHr0nclc1snr2lDZIFLTq6ZRIg5BORkrloIA6Pj1bDKRJRX3mV0r7sVlHMPDENhXMA/vSILX6ripd5IZAsmC5LBMHQlBqeEExza3rPe84wGl96Wx/hTkcEtADl1JfCjDawNW3oMUQ0D1M4i3oZ/I72WmEAzzqd7OVBolu6vgSxTNFYH+VjGWLz0dSBvrxm0K6IGIlHBjee6m/ZbO00bXPJAuVp2DDhlrpMqOeL45+yR/vy6VVKxQo3W8hKufWkKxuR2vy3SnW5GOrA+VV3fN4UT0KzCoVj/oxe/kZZWfcP4kEu8GuKBmGgy6bNKu5saABGxTQ7MfT+cgCjFDrSPQg+j7Riu42DJRdmO9hGa4oe1Dj0UywFpiIO3WHXjasBtlP7EWpwroWDzmqQjV7ZXf6y+EF4MFFyzbHsWdfHhfSjzeCp5VMuVruyk/XO+1Ay+GV1NzhABOYG0mM9+Yfsgnl8q8t+2cNpk2SfZv96xCC/FK5VIH30jwcJVD0T9hn0oZ/nsfWFlZeuaTA155n0plJOVbJYDtj4aQhMTjDENjfhfniBBEX27hGzOdVCoj+3EKxyyhUjmbcPPyrUEBtxe1DXveRF9/GUpIzlo3ZCZNC6IXQUS4ALDcCvICO7lAhN13qIsb18cp/xmofABk3iKGegUptkuM48oh6C5oje9+4exvcl9ws5O7XvY4rVUKL66RElbUtC6acK+Bsfdvq+GEb0KLaBOdlerRwAaCgG50qMkMZ/O0ngKrH6Zn4rUzJmvAwJNUDMG2G/U/LvtlKxqmWDGowono+C4KUXze4S9iDAG28U1qfHfyiPW44hWx2l62mV44Lw6ng+N1wjYV7xDX27QQV5ieifqZS+Aj9P4gDWUf9dUuXpWN7oSuSEJEiAVXSiX4jyAsUTW3+Dt/jxHrXzuh4TjIXwWIVyOuYbLVKxmbTlExTc+KY0V0O+mxRUntVmbyIDIen8N9gob97ATFwAzMtPyKXCjv6CfLvbmXezdfXJ5BcrFUiIs5ViguJu/UGPRAEARNEYI038yv/MhLTtsU4m1G2h0HPLxD2gZZ98aLdKkPWl3sBeiY410OGONAFQqixMB9O07iG0JDxKRWk+Ihm/j4gx4TONXt7tzImDrrFlBAAADakGegUUVLX8ABFlRa2KkQ00kFECihfJEaRGovByznz8QpHgCo6pH97PZPAS42MKnILQNYZdhWXywMRp7r3NnOZV+97Mo7nRsrATdxE/SoNWs3Lp43A64eMl9oOiEVwsqwJaoMbMnyzrJ2Y0My1z6woP0ZoKVqLiIyCYO8Tki2VOC5+5SdyV60LoGqQl009WC26xaFSUyLmI8HzptFCzHR1BBdEBgosR9ttS+/LW8IBFFauQXasZtD1yFBTZa0NXjwDOAusGnCjIMcb5zUV9YqMpljWOMcuG7nopMjqoPIyFUU4O5et7CvNx7nnzCRjWsFjPZRUDgJfCkf56bLWkuD2HvvnR4M74NHl4D73cdPi6HmOEJIMb4J1lMSCr4QyJqDZlJ9BNmLuQq+OwNAz4Qgp59Yqk7Pr1QC5ZT/ui8aSBEX15ewl2Xdns//DHHZiBDYNQxrovxfj1YiHgsK2Xk2/FooPrAmpn+0Ui4rG3AkBnhTvlhnt8R7Jca0g4kKcHZDd8Wpv6TG6Yu6wBCXodD/fBWVZFbk4Ht27LGXIm1SafiMHzfVMKHWTVJQs24g1f7UyqmDj38QbWi6S55yMXtfEplzSYrjLTA9COOf/U/bxXBjBOV9jwQi/FaTmIYraBZSc2cdgOlF/4f6gjjjp1CMScK91Ktq/kwXBcT8zCL+jdL2nYrKkQYlzsjAGGT2o5C5fwWM8IS+HKsegYGnVeNd0ESkzVn35C07F0Fn+4y0GfT0ZUVQ2WWsqRXRPcQlAuYWegfnEY0WrYlllnlOGB7kG1T13hUolymo5UGBCdQQfLw/e3vyjs6TzLMPzOj+K0+3rSbSVsAPxbYwt3h7qezb6KgeMiliY/tbqNvBr2d21+Ijpu7B3KIE58IBMZ3qofGBPtvQ9KqONfJInW+4hphZNR49xeXDyQHhx40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type=\"video/mp4\"/>\n",
       "      This browser does not support the video tag.\n",
       "      </video></td></tr></table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "all_episodes = []\n",
    "\n",
    "num_episodes = 5\n",
    "fps = 20  # Frames per second for video rendering\n",
    "max_steps = 1000  # Max steps per episode\n",
    "    \n",
    "for episode in range(num_episodes):\n",
    "    print(f\"\\nTesting Episode {episode + 1}/{num_episodes}\")\n",
    "    \n",
    "    # Reset environment\n",
    "    obs, info = env.reset()\n",
    "    \n",
    "    frames = []\n",
    "    rewards = []\n",
    "    episode_reward = 0\n",
    "    step_count = 0\n",
    "    \n",
    "    for step in range(max_steps):\n",
    "        # Get action from trained model (deterministic for consistent behavior)\n",
    "        action, _states = model.predict(obs, deterministic=True)\n",
    "        \n",
    "        # Take step in environment\n",
    "        obs, reward, terminated, truncated, info = env.step(action)\n",
    "        \n",
    "        # Collect data\n",
    "        frame = env.render()\n",
    "        if frame is not None:\n",
    "            frames.append(frame)\n",
    "            rewards.append(reward)\n",
    "            episode_reward += reward\n",
    "            step_count += 1\n",
    "        \n",
    "        # Print progress occasionally\n",
    "        if step % 50 == 0 and step > 0:\n",
    "            print(f\"  Step {step}: reward={reward:.3f}, \"\n",
    "                    f\"x_pos={info.get('x_position', 0):.3f}, \"\n",
    "                    f\"total_reward={episode_reward:.3f}\")\n",
    "        \n",
    "        if terminated or truncated:\n",
    "            reason = \"terminated\" if terminated else \"truncated\"\n",
    "            print(f\"  Episode ended ({reason}) after {step + 1} steps\")\n",
    "            break\n",
    "    \n",
    "    # Store episode data\n",
    "    episode_data = {\n",
    "        'frames': frames,\n",
    "        'rewards': rewards,\n",
    "        'total_reward': episode_reward,\n",
    "        'steps': step_count,\n",
    "        'final_x_pos': info.get('x_position', 0),\n",
    "        'final_y_pos': info.get('y_position', 0),\n",
    "    }\n",
    "    all_episodes.append(episode_data)\n",
    "    \n",
    "    print(f\"  Episode Summary:\")\n",
    "    print(f\"    Steps: {step_count}\")\n",
    "    print(f\"    Total Reward: {episode_reward:.3f}\")\n",
    "    print(f\"    Average Reward: {episode_reward/step_count:.3f}\")\n",
    "    print(f\"    Final Position: ({episode_data['final_x_pos']:.3f}, {episode_data['final_y_pos']:.3f})\")\n",
    "    \n",
    "    # Show video for this episode\n",
    "    if frames:\n",
    "        print(f\"  Rendering video for Episode {episode + 1}...\")\n",
    "        media.show_video(frames, fps=fps)\n",
    "    else:\n",
    "        print(\"  No frames collected for this episode\")"
   ]
  }
 ],
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
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   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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